Rockfish Historical Harvest Estimates

This project seeks to estimate sport fish harvest and releases of rockfish in Alaska waters by improving on the Howard et al. (2020) methods and expand the time series back to 1977 when the statewide harvest survey (SWHS) was first implemented. This is essentially a Bayesian version of the Howard methods that allows for more appropriate and defensible sharing of information between areas, handles missing data in a more appropriate manor, accurately propagates uncertainty throughout the estimation procedure and replaces the Howard decision tree approach to low sample sizes with a hierarchical model. The methods and results for generating harvest estimates are generally consistent between the Bayesian model and the Howard methods. Harvest estimates are consistent with Howard estimates during contemporary times, but may differ based on more appropriate weighting of SWHS and logbook data, including estimating and correcting bias in the SWHS data.

Table 1. Summary of key improvements in reconstructiing sport fish removals of rockfish using the Bayesian model as compared to the Howard et al. (2020) methods.

Issue	Howard	Bayes
Time series	1999 - present	1977 - present
Bias in SWHS	Not explicitly dealt with. Relies on logbook data and ratios of guided/unguided from SWHS data to estimate unguided releases and harvests.	Explicitly estimates bias in SWHS harvest and release estimates based on logbook data.
Species composition of releases	Assumes that species composition of releases is equal to that of the harvest, which is not evident in the logbook data.	Recognizes different release probabilities by species / species assemblage and estimates it from logbook data and bias corrected SWHS data
Sample size limitations	Uses sample size threshholds such that when areas fall below those threshholds values are borrowed from nearby areas.	Uses a hierarchichacal modelling approach that shares information between areas in the same region. Thus all data is used, even with small sample sizes. This is a more sound method that avoids assumptions and uses all of the data.
Error propogation	Error is propogated when variance estimates are available, but there is uncertainty associated with borrowing values from nearby areas, or the assumption of species compositions being identical in harvest and releases, are not dealt with.	By breaking the assumption that species composition is equal between harvests and releases, uncertainty in the release estimates is more reflective of the fishery. Furthermore, the hyerarchichal approach more accurately captures uncertainy within and between areas within a region.

Figure 1.- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.

Figure 2.- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).

Results

• Model: LB_fit_3pH

• Model Run: Gen4int_indcomp_swhsR_FULL_pHu2_thru2024_3e+05_2025-10-22 (Naming convention: modelname_thruYEAR_iters_rundate)

• Proportion of parmaters converged (Rhat <= 1.1): 0.9895

• See end of document for summary of unconverged parameters.

Figure X.- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Estimate comparison

Since previous estimates of rockfish harvest have been produced these first 3 graphs will be used to show how the modeled estimates compare to the estimates produced earlier. For total rockfish the estimates are in general agreement although differences are noted. These estimates should be more reliable because they include both SWHS and guide logbook data, handle variance more appropriately, use hierarchical distributions when data is missing, directly consider observation error and are produced using reproducible research.

Figure 3.- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Notes from Adam: When looking at only black rockfish the most significant differences are for the Prince William Sound Inside area. I did not spend a great deal of time tracking this down although it looks like the previous version used bad values for \(P_{(black)ayu}\) for at least unguided anglers. For the moment I would ignore the results for BSIA and SOKO2SAP. I think it is possible to give approximate values for these areas but it will require a little more coding which I have yet to do.

Figure 4.- Black rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

And black rockfish releases…

Figure 5.- Black rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 6.- Yellow rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 7.- Yellow rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 8.- DSR rockfish (excluding yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 9.- DSR rockfish releases (including yelloweye) 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 11.- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 12.- Slope rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Total Biomass Removal Estimates

Figure 13.- Black rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 14.- Yellow rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 15.- Pelagic rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 16.- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 17.- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Model fit

Logbook residuals

Figure 18.- Residuals from logbook harvests.

SWHS residuals

Figure 19.- Residuals from SWHS harvests.

Figure 20.- Residual of SWHS releases.

Parameter estimates

P(Charter)

These histograms show the posterior distribution of the mean percent of rockfish harvested by the charter fleet.

Figure 21.- Mean percent of harvest by charter anglers.

When considered annually we see the percent of rockfish harvested by the charter fleet follows our data fairly well although the model smooths out the changes and we just do not have much information about this ratio. Prior to 2011 the percent charter is confounded with SWHS bias and should be mostly discounted.

Figure 22.- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

P(Harvest)

These plots show the fitted logistic line to the proportion of caught rockfish that are harvested. These estimates are used for hindcasting catch estimates based on the harvest data in early years when catch estimates are unavailable.

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Figure 23.- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

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Figure 24.- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

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Figure 25.- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.

Figure 26.- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 27.- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

SWHS bias

Figure 23 shows the mean estimate for SWHS bias in harvests and releases. Cook Inlet, North Gulf Coast and North Southeast Inside all look pretty good while most other areas have substantial bias. Prince William Sound Inside has the largest bias. Bias in release estimates is substantial and whereas the SWHS appears to underestimate harvests, it appears to greatly overestimates releases by a factor of 2 or more in most areas as derived from logbook reported releases.

Figure 28.- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

Our estimates of SWHS harvest bias track observations fairly well when he have guided harvest estimates. The estimates of release bias in the SWHS data track observed patterns to an extent, but appear to smooth these more volatile disagreements with the logbook data. Adam postulated in his initial start on this that some of this could be the result of the estimates of the proportion guided. This value was not modelled with a trend and thus applies a constant estimate when hindcasting. Data on these relationships could greatly improve this model.

Figure 29.- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

P(pelagic)

We model the percentage of pelagic rockfish in the harvest because we have the information for charter anglers (via logbooks) starting in 1998. Other than looking at the model estimates you can use Figure 25 to compare the two data streams for pelagic rockfish harvest. In general they are in agreement with major exceptions in Price William Sound inside, Prince William Sound outside (early in the time series) and South Southeast inside.

Figure 30.- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

P(black|pelagic)

Note that in Southeast Alaska we only have composition data starting in 2006. Tania dug up old SE data, but it did not provide any useful data for species apportionment. For the most part, P(black|pelagic) is relatively constant across areas, with the exception of Cook Inlet and NSEI in Southeast AK. It may be worth discussing whether the shifts in those areas is a result of improved or changing species identification rather than actual shift in the species composition of the catch.

Figure 31.- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

P(yelloweye|non-pelagic / yelloweye|DSR)

Figure 32.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(DSR|non-pelagic)

Figure 33.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

P(slope|non-pelagic)

Figure 34.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(slope|non-pelagic & non-yellowye) For release estimates

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Weight Fits

Figure 35.- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 36.- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 37.- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 38.- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 39.- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Summary of unconverged parameters:

The proportion of unconverged species composition proportional estimates that are near the bounds of 0 or 1 is 0.2113402

The proportion of unconverged true parameters (defined as Rhat > 1.01) that are also in excess of an Rhat of 1.1 is 0.11 while 0.89 are less than 1.1.

Table Xa. Species proportion derived quantities that are not with 0.05 of the 0 and 1 bounds and are not converged relative to an Rhat of 1.01.

variable	area_n	year	user	mean	median	lower	upper	Rhat	sd	skew	area
p_pelagic	11	1	1	0.387	0.384	0.133	0.666	1.479	0.143	0.021	CSEO
p_pelagic	11	1	2	0.321	0.317	0.096	0.598	1.446	0.133	0.030	CSEO
p_pelagic	11	10	1	0.394	0.390	0.147	0.665	1.408	0.138	0.029	CSEO
p_pelagic	11	10	2	0.330	0.320	0.107	0.611	1.397	0.135	0.074	CSEO
p_pelagic	11	11	1	0.390	0.387	0.138	0.673	1.407	0.138	0.022	CSEO
p_pelagic	11	11	2	0.328	0.317	0.113	0.607	1.380	0.131	0.084	CSEO
p_pelagic	11	12	1	0.395	0.392	0.147	0.670	1.414	0.139	0.022	CSEO
p_pelagic	11	12	2	0.328	0.316	0.115	0.596	1.366	0.129	0.093	CSEO
p_pelagic	11	13	1	0.392	0.390	0.144	0.673	1.394	0.139	0.014	CSEO
p_pelagic	11	13	2	0.331	0.323	0.112	0.603	1.359	0.130	0.061	CSEO
p_pelagic	11	14	1	0.407	0.404	0.167	0.672	1.342	0.132	0.023	CSEO
p_pelagic	11	14	2	0.336	0.328	0.118	0.612	1.300	0.130	0.061	CSEO
p_pelagic	11	15	1	0.355	0.345	0.140	0.623	1.301	0.130	0.077	CSEO
p_pelagic	11	15	2	0.329	0.320	0.118	0.593	1.318	0.128	0.071	CSEO
p_pelagic	11	16	1	0.423	0.417	0.185	0.680	1.272	0.129	0.047	CSEO
p_pelagic	11	16	2	0.338	0.327	0.122	0.609	1.259	0.129	0.086	CSEO
p_pelagic	11	17	1	0.407	0.404	0.177	0.667	1.230	0.128	0.023	CSEO
p_pelagic	11	17	2	0.340	0.328	0.124	0.606	1.271	0.128	0.094	CSEO
p_pelagic	11	18	1	0.412	0.410	0.188	0.657	1.165	0.126	0.016	CSEO
p_pelagic	11	18	2	0.340	0.332	0.133	0.598	1.223	0.122	0.065	CSEO
p_pelagic	11	19	1	0.426	0.422	0.198	0.682	1.154	0.122	0.033	CSEO
p_pelagic	11	19	2	0.348	0.339	0.136	0.614	1.156	0.126	0.071	CSEO
p_pelagic	11	2	1	0.390	0.387	0.137	0.669	1.469	0.142	0.021	CSEO
p_pelagic	11	2	2	0.328	0.317	0.101	0.613	1.449	0.138	0.080	CSEO
p_pelagic	11	20	1	0.429	0.425	0.211	0.682	1.132	0.124	0.032	CSEO
p_pelagic	11	20	2	0.354	0.345	0.139	0.611	1.127	0.123	0.073	CSEO
p_pelagic	11	21	1	0.430	0.423	0.212	0.677	1.097	0.121	0.058	CSEO
p_pelagic	11	21	2	0.357	0.348	0.144	0.615	1.098	0.122	0.074	CSEO
p_pelagic	11	22	2	0.364	0.355	0.155	0.612	1.051	0.121	0.075	CSEO
p_pelagic	11	23	2	0.373	0.364	0.166	0.638	1.027	0.123	0.073	CSEO
p_pelagic	11	3	1	0.390	0.389	0.138	0.670	1.464	0.142	0.007	CSEO
p_pelagic	11	3	2	0.326	0.315	0.097	0.604	1.486	0.135	0.081	CSEO
p_pelagic	11	4	1	0.391	0.391	0.133	0.668	1.442	0.140	0.000	CSEO
p_pelagic	11	4	2	0.325	0.315	0.099	0.597	1.438	0.132	0.076	CSEO
p_pelagic	11	5	1	0.392	0.391	0.127	0.676	1.456	0.144	0.007	CSEO
p_pelagic	11	5	2	0.325	0.315	0.103	0.597	1.471	0.132	0.076	CSEO
p_black	11	5	2	0.888	0.913	0.648	0.983	1.013	0.088	-0.285	CSEO
p_pelagic	11	6	1	0.386	0.385	0.133	0.659	1.510	0.140	0.007	CSEO
p_pelagic	11	6	2	0.324	0.313	0.100	0.605	1.403	0.135	0.081	CSEO
p_pelagic	11	7	1	0.389	0.383	0.142	0.669	1.410	0.142	0.042	CSEO
p_pelagic	11	7	2	0.328	0.315	0.107	0.608	1.409	0.134	0.097	CSEO
p_pelagic	11	8	1	0.389	0.385	0.133	0.658	1.406	0.141	0.028	CSEO
p_pelagic	11	8	2	0.330	0.317	0.101	0.613	1.395	0.137	0.095	CSEO
p_pelagic	11	9	1	0.388	0.379	0.141	0.668	1.412	0.140	0.064	CSEO
p_pelagic	11	9	2	0.325	0.316	0.102	0.589	1.401	0.129	0.070	CSEO
p_yellow	12	1	2	0.135	0.111	0.032	0.365	1.012	0.094	0.255	EWYKT
p_yellow	12	10	2	0.137	0.111	0.031	0.374	1.011	0.099	0.262	EWYKT
p_yellow	12	12	2	0.133	0.108	0.030	0.381	1.016	0.097	0.258	EWYKT
p_yellow	12	13	2	0.136	0.113	0.029	0.395	1.011	0.097	0.237	EWYKT
p_yellow	12	14	2	0.137	0.113	0.029	0.406	1.014	0.101	0.238	EWYKT
p_yellow	12	15	2	0.135	0.110	0.029	0.398	1.013	0.099	0.253	EWYKT
p_yellow	12	16	2	0.135	0.110	0.031	0.374	1.015	0.098	0.255	EWYKT
p_yellow	12	17	2	0.134	0.110	0.030	0.393	1.015	0.097	0.247	EWYKT
p_yellow	12	18	2	0.136	0.111	0.030	0.382	1.011	0.097	0.257	EWYKT
p_yellow	12	19	2	0.133	0.110	0.032	0.396	1.011	0.097	0.238	EWYKT
p_yellow	12	2	2	0.135	0.110	0.031	0.394	1.018	0.098	0.254	EWYKT
p_yellow	12	20	2	0.136	0.112	0.030	0.379	1.013	0.099	0.243	EWYKT
p_yellow	12	21	2	0.137	0.114	0.031	0.391	1.012	0.099	0.232	EWYKT
p_yellow	12	24	2	0.134	0.110	0.031	0.380	1.013	0.099	0.242	EWYKT
p_yellow	12	25	2	0.134	0.111	0.029	0.372	1.014	0.097	0.238	EWYKT
p_yellow	12	26	2	0.135	0.111	0.031	0.385	1.017	0.098	0.245	EWYKT
p_yellow	12	3	2	0.133	0.109	0.031	0.394	1.013	0.097	0.249	EWYKT
p_yellow	12	5	2	0.135	0.108	0.031	0.398	1.015	0.098	0.275	EWYKT
p_yellow	12	7	2	0.134	0.111	0.032	0.375	1.011	0.095	0.242	EWYKT
p_yellow	12	8	2	0.136	0.111	0.030	0.386	1.016	0.097	0.258	EWYKT
p_yellow	12	9	2	0.136	0.111	0.029	0.384	1.012	0.100	0.249	EWYKT
p_pelagic	13	1	1	0.459	0.457	0.185	0.739	1.071	0.147	0.014	NSEI
p_pelagic	13	1	2	0.247	0.228	0.075	0.507	1.058	0.115	0.166	NSEI
p_yellow	13	1	1	0.720	0.744	0.380	0.940	1.017	0.148	-0.162	NSEI
p_yellow	13	1	2	0.690	0.710	0.342	0.934	1.016	0.160	-0.125	NSEI
p_pelagic	13	10	1	0.466	0.463	0.205	0.758	1.052	0.143	0.021	NSEI
p_pelagic	13	10	2	0.247	0.230	0.081	0.497	1.053	0.109	0.156	NSEI
p_yellow	13	10	1	0.722	0.745	0.392	0.936	1.011	0.147	-0.156	NSEI
p_yellow	13	10	2	0.691	0.712	0.349	0.930	1.014	0.157	-0.134	NSEI
p_pelagic	13	11	1	0.466	0.467	0.199	0.735	1.057	0.141	-0.007	NSEI
p_pelagic	13	11	2	0.254	0.240	0.085	0.516	1.057	0.111	0.126	NSEI
p_yellow	13	11	1	0.717	0.740	0.380	0.937	1.011	0.150	-0.153	NSEI
p_yellow	13	11	2	0.690	0.711	0.343	0.931	1.023	0.160	-0.131	NSEI
p_pelagic	13	12	1	0.470	0.468	0.206	0.736	1.063	0.140	0.014	NSEI
p_pelagic	13	12	2	0.255	0.237	0.082	0.525	1.060	0.115	0.157	NSEI
p_yellow	13	12	1	0.715	0.739	0.385	0.938	1.017	0.151	-0.159	NSEI
p_yellow	13	12	2	0.691	0.711	0.353	0.931	1.023	0.156	-0.128	NSEI
p_pelagic	13	13	1	0.472	0.469	0.220	0.739	1.057	0.139	0.022	NSEI
p_pelagic	13	13	2	0.255	0.241	0.086	0.497	1.058	0.110	0.127	NSEI
p_yellow	13	13	1	0.715	0.737	0.380	0.937	1.015	0.148	-0.148	NSEI
p_yellow	13	13	2	0.689	0.713	0.327	0.929	1.013	0.160	-0.150	NSEI
p_pelagic	13	14	1	0.462	0.458	0.216	0.726	1.079	0.134	0.030	NSEI
p_pelagic	13	14	2	0.251	0.236	0.086	0.496	1.051	0.108	0.139	NSEI
p_yellow	13	14	2	0.692	0.712	0.343	0.927	1.010	0.156	-0.128	NSEI
p_pelagic	13	15	1	0.439	0.432	0.192	0.720	1.054	0.138	0.051	NSEI
p_pelagic	13	15	2	0.243	0.227	0.082	0.481	1.053	0.105	0.152	NSEI
p_yellow	13	15	1	0.708	0.729	0.364	0.935	1.014	0.152	-0.138	NSEI
p_yellow	13	15	2	0.689	0.710	0.347	0.928	1.011	0.158	-0.133	NSEI
p_pelagic	13	16	1	0.471	0.470	0.226	0.726	1.054	0.134	0.007	NSEI
p_pelagic	13	16	2	0.257	0.239	0.089	0.499	1.060	0.108	0.166	NSEI
p_yellow	13	16	1	0.716	0.735	0.390	0.933	1.011	0.146	-0.130	NSEI
p_yellow	13	16	2	0.686	0.706	0.344	0.925	1.018	0.158	-0.126	NSEI
p_pelagic	13	17	1	0.478	0.476	0.237	0.733	1.045	0.132	0.015	NSEI
p_pelagic	13	17	2	0.260	0.245	0.091	0.504	1.035	0.108	0.139	NSEI
p_yellow	13	17	1	0.714	0.735	0.378	0.932	1.017	0.149	-0.141	NSEI
p_pelagic	13	18	1	0.479	0.479	0.236	0.733	1.048	0.132	0.000	NSEI
p_pelagic	13	18	2	0.267	0.254	0.093	0.519	1.046	0.111	0.117	NSEI
p_yellow	13	18	1	0.712	0.737	0.365	0.929	1.017	0.149	-0.168	NSEI
p_yellow	13	18	2	0.687	0.708	0.332	0.927	1.012	0.156	-0.135	NSEI
p_pelagic	13	19	1	0.478	0.474	0.237	0.740	1.037	0.130	0.031	NSEI
p_pelagic	13	19	2	0.261	0.246	0.097	0.499	1.047	0.106	0.142	NSEI
p_yellow	13	19	1	0.710	0.731	0.362	0.932	1.018	0.148	-0.142	NSEI
p_pelagic	13	2	1	0.456	0.452	0.189	0.732	1.069	0.146	0.027	NSEI
p_pelagic	13	2	2	0.245	0.229	0.072	0.514	1.077	0.116	0.139	NSEI
p_yellow	13	2	1	0.716	0.741	0.379	0.941	1.022	0.152	-0.165	NSEI
p_yellow	13	2	2	0.694	0.714	0.339	0.934	1.016	0.159	-0.125	NSEI
p_pelagic	13	20	1	0.487	0.487	0.246	0.743	1.045	0.129	0.000	NSEI
p_pelagic	13	20	2	0.269	0.254	0.101	0.520	1.041	0.109	0.137	NSEI
p_pelagic	13	21	1	0.493	0.496	0.248	0.742	1.021	0.131	-0.023	NSEI
p_pelagic	13	21	2	0.276	0.264	0.107	0.523	1.017	0.106	0.114	NSEI
p_yellow	13	21	2	0.680	0.700	0.347	0.920	1.012	0.153	-0.131	NSEI
p_pelagic	13	22	2	0.273	0.257	0.107	0.515	1.038	0.106	0.151	NSEI
p_pelagic	13	23	2	0.282	0.270	0.114	0.510	1.014	0.103	0.116	NSEI
p_pelagic	13	3	1	0.459	0.458	0.190	0.743	1.068	0.146	0.007	NSEI
p_pelagic	13	3	2	0.247	0.234	0.076	0.505	1.066	0.114	0.114	NSEI
p_yellow	13	3	1	0.720	0.743	0.385	0.936	1.013	0.149	-0.155	NSEI
p_yellow	13	3	2	0.693	0.716	0.342	0.932	1.015	0.158	-0.146	NSEI
p_pelagic	13	4	1	0.458	0.458	0.189	0.728	1.069	0.142	0.000	NSEI
p_pelagic	13	4	2	0.249	0.231	0.073	0.513	1.054	0.116	0.156	NSEI
p_yellow	13	4	1	0.716	0.737	0.379	0.943	1.012	0.151	-0.139	NSEI
p_yellow	13	4	2	0.693	0.711	0.352	0.935	1.021	0.155	-0.116	NSEI
p_pelagic	13	5	1	0.458	0.459	0.180	0.736	1.069	0.148	-0.007	NSEI
p_pelagic	13	5	2	0.248	0.232	0.078	0.508	1.066	0.113	0.141	NSEI
p_yellow	13	5	1	0.715	0.736	0.372	0.939	1.014	0.151	-0.139	NSEI
p_yellow	13	5	2	0.691	0.714	0.338	0.933	1.011	0.157	-0.146	NSEI
p_pelagic	13	6	1	0.461	0.460	0.182	0.734	1.061	0.147	0.007	NSEI
p_pelagic	13	6	2	0.246	0.227	0.079	0.503	1.058	0.113	0.168	NSEI
p_yellow	13	6	1	0.719	0.740	0.384	0.941	1.012	0.150	-0.140	NSEI
p_yellow	13	6	2	0.695	0.718	0.341	0.932	1.018	0.159	-0.145	NSEI
p_pelagic	13	7	1	0.463	0.462	0.203	0.730	1.068	0.142	0.007	NSEI
p_pelagic	13	7	2	0.247	0.232	0.076	0.501	1.063	0.112	0.133	NSEI
p_yellow	13	7	1	0.723	0.746	0.396	0.941	1.016	0.148	-0.156	NSEI
p_yellow	13	7	2	0.692	0.714	0.344	0.932	1.015	0.158	-0.140	NSEI
p_pelagic	13	8	1	0.464	0.462	0.199	0.744	1.068	0.144	0.014	NSEI
p_pelagic	13	8	2	0.249	0.233	0.085	0.503	1.068	0.111	0.144	NSEI
p_yellow	13	8	2	0.691	0.712	0.361	0.932	1.020	0.157	-0.134	NSEI
p_pelagic	13	9	1	0.463	0.460	0.195	0.736	1.062	0.144	0.021	NSEI
p_pelagic	13	9	2	0.251	0.233	0.078	0.510	1.048	0.113	0.159	NSEI
p_yellow	13	9	1	0.716	0.739	0.382	0.939	1.018	0.150	-0.153	NSEI
p_yellow	13	9	2	0.690	0.714	0.338	0.931	1.026	0.161	-0.150	NSEI
p_pelagic	14	1	1	0.381	0.371	0.161	0.638	1.013	0.124	0.080	NSEO
p_pelagic	14	1	2	0.351	0.342	0.135	0.613	1.013	0.125	0.072	NSEO
p_pelagic	14	10	1	0.380	0.374	0.161	0.633	1.014	0.124	0.049	NSEO
p_pelagic	14	10	2	0.348	0.339	0.141	0.607	1.012	0.121	0.074	NSEO
p_pelagic	14	11	2	0.349	0.341	0.141	0.608	1.015	0.124	0.065	NSEO
p_pelagic	14	12	2	0.352	0.343	0.142	0.610	1.015	0.123	0.073	NSEO
p_pelagic	14	13	2	0.347	0.336	0.144	0.611	1.011	0.121	0.091	NSEO
p_pelagic	14	14	1	0.375	0.368	0.159	0.629	1.011	0.122	0.057	NSEO
p_pelagic	14	14	2	0.350	0.340	0.149	0.603	1.018	0.121	0.083	NSEO
p_pelagic	14	15	1	0.366	0.357	0.157	0.621	1.017	0.121	0.074	NSEO
p_pelagic	14	15	2	0.347	0.338	0.139	0.592	1.019	0.121	0.074	NSEO
p_pelagic	14	16	2	0.357	0.349	0.142	0.618	1.013	0.124	0.065	NSEO
p_pelagic	14	17	1	0.359	0.348	0.160	0.623	1.013	0.119	0.092	NSEO
p_pelagic	14	18	2	0.349	0.342	0.146	0.606	1.014	0.118	0.059	NSEO
p_black	14	18	1	0.927	0.945	0.755	0.989	1.015	0.063	-0.284	NSEO
p_pelagic	14	19	1	0.395	0.390	0.176	0.643	1.016	0.122	0.041	NSEO
p_pelagic	14	2	1	0.375	0.367	0.160	0.637	1.012	0.124	0.065	NSEO
p_pelagic	14	20	2	0.352	0.341	0.146	0.608	1.015	0.120	0.092	NSEO
p_pelagic	14	3	1	0.378	0.371	0.167	0.628	1.011	0.120	0.058	NSEO
p_pelagic	14	3	2	0.350	0.341	0.142	0.610	1.012	0.121	0.074	NSEO
p_pelagic	14	4	2	0.349	0.339	0.143	0.613	1.017	0.123	0.081	NSEO
p_pelagic	14	6	1	0.375	0.369	0.157	0.634	1.016	0.123	0.049	NSEO
p_pelagic	14	7	1	0.377	0.371	0.162	0.636	1.014	0.123	0.049	NSEO
p_pelagic	14	7	2	0.350	0.343	0.137	0.597	1.016	0.121	0.058	NSEO
p_pelagic	14	8	2	0.349	0.339	0.137	0.618	1.013	0.125	0.080	NSEO
p_pelagic	14	9	1	0.376	0.368	0.157	0.634	1.014	0.125	0.064	NSEO
p_pelagic	14	9	2	0.350	0.340	0.145	0.605	1.013	0.121	0.082	NSEO
p_yellow	15	15	1	0.400	0.392	0.143	0.706	1.010	0.150	0.053	SSEI
p_yellow	15	23	1	0.413	0.405	0.144	0.726	1.010	0.153	0.052	SSEI
p_yellow	15	8	1	0.404	0.391	0.150	0.730	1.010	0.153	0.085	SSEI
p_pelagic	16	1	1	0.386	0.374	0.131	0.691	1.148	0.152	0.079	SSEO
p_pelagic	16	1	2	0.332	0.320	0.101	0.639	1.152	0.144	0.083	SSEO
p_pelagic	16	10	1	0.394	0.382	0.147	0.692	1.155	0.146	0.082	SSEO
p_pelagic	16	10	2	0.338	0.327	0.117	0.636	1.132	0.138	0.080	SSEO
p_pelagic	16	11	1	0.397	0.389	0.143	0.682	1.125	0.143	0.056	SSEO
p_pelagic	16	11	2	0.343	0.331	0.109	0.644	1.149	0.142	0.084	SSEO
p_pelagic	16	12	1	0.398	0.392	0.149	0.681	1.141	0.144	0.042	SSEO
p_pelagic	16	12	2	0.342	0.332	0.118	0.627	1.130	0.137	0.073	SSEO
p_pelagic	16	13	1	0.407	0.402	0.154	0.696	1.125	0.145	0.035	SSEO
p_pelagic	16	13	2	0.347	0.335	0.115	0.645	1.137	0.139	0.086	SSEO
p_pelagic	16	14	1	0.394	0.386	0.152	0.686	1.130	0.140	0.057	SSEO
p_pelagic	16	14	2	0.344	0.330	0.120	0.630	1.113	0.135	0.104	SSEO
p_pelagic	16	15	1	0.405	0.395	0.165	0.684	1.112	0.136	0.073	SSEO
p_pelagic	16	15	2	0.351	0.340	0.125	0.630	1.112	0.131	0.084	SSEO
p_pelagic	16	16	1	0.400	0.394	0.158	0.673	1.109	0.135	0.044	SSEO
p_pelagic	16	16	2	0.353	0.343	0.127	0.638	1.066	0.133	0.075	SSEO
p_pelagic	16	17	1	0.445	0.445	0.193	0.719	1.094	0.138	0.000	SSEO
p_pelagic	16	17	2	0.364	0.352	0.139	0.647	1.069	0.133	0.090	SSEO
p_pelagic	16	18	1	0.441	0.438	0.190	0.714	1.078	0.136	0.022	SSEO
p_pelagic	16	18	2	0.364	0.355	0.140	0.636	1.077	0.130	0.069	SSEO
p_pelagic	16	19	1	0.430	0.423	0.199	0.686	1.047	0.130	0.054	SSEO
p_pelagic	16	19	2	0.368	0.359	0.151	0.644	1.059	0.130	0.069	SSEO
p_pelagic	16	2	1	0.383	0.372	0.133	0.677	1.170	0.149	0.074	SSEO
p_pelagic	16	2	2	0.329	0.313	0.101	0.638	1.164	0.145	0.110	SSEO
p_pelagic	16	20	1	0.444	0.438	0.208	0.697	1.054	0.129	0.047	SSEO
p_pelagic	16	20	2	0.377	0.366	0.158	0.645	1.053	0.129	0.085	SSEO
p_pelagic	16	21	1	0.435	0.429	0.211	0.696	1.034	0.127	0.047	SSEO
p_pelagic	16	21	2	0.379	0.368	0.162	0.647	1.038	0.127	0.087	SSEO
p_pelagic	16	22	2	0.390	0.383	0.171	0.641	1.034	0.124	0.057	SSEO
p_pelagic	16	23	2	0.401	0.394	0.186	0.650	1.031	0.122	0.057	SSEO
p_pelagic	16	3	1	0.388	0.380	0.130	0.684	1.151	0.151	0.053	SSEO
p_pelagic	16	3	2	0.330	0.318	0.102	0.628	1.131	0.142	0.085	SSEO
p_pelagic	16	4	1	0.390	0.386	0.132	0.683	1.147	0.148	0.027	SSEO
p_pelagic	16	4	2	0.333	0.320	0.101	0.635	1.154	0.143	0.091	SSEO
p_pelagic	16	5	1	0.389	0.386	0.137	0.682	1.157	0.149	0.020	SSEO
p_pelagic	16	5	2	0.329	0.318	0.102	0.629	1.147	0.142	0.078	SSEO
p_pelagic	16	6	1	0.387	0.383	0.134	0.677	1.155	0.148	0.027	SSEO
p_pelagic	16	6	2	0.334	0.322	0.105	0.632	1.162	0.141	0.085	SSEO
p_pelagic	16	7	1	0.389	0.379	0.133	0.681	1.152	0.148	0.067	SSEO
p_pelagic	16	7	2	0.334	0.315	0.108	0.628	1.149	0.141	0.134	SSEO
p_pelagic	16	8	1	0.390	0.381	0.137	0.681	1.170	0.149	0.060	SSEO
p_pelagic	16	8	2	0.336	0.322	0.109	0.636	1.143	0.140	0.100	SSEO
p_pelagic	16	9	1	0.391	0.385	0.140	0.690	1.148	0.147	0.041	SSEO
p_pelagic	16	9	2	0.336	0.321	0.113	0.632	1.135	0.141	0.107	SSEO
p_pelagic	3	10	1	0.543	0.546	0.273	0.777	1.011	0.131	-0.023	PWSI
p_pelagic	3	4	1	0.543	0.545	0.284	0.774	1.010	0.129	-0.016	PWSI
p_pelagic	3	6	1	0.541	0.547	0.283	0.768	1.012	0.129	-0.047	PWSI
p_pelagic	3	7	1	0.539	0.543	0.281	0.774	1.010	0.130	-0.031	PWSI
p_pelagic	3	8	1	0.543	0.546	0.297	0.786	1.013	0.126	-0.024	PWSI
p_pelagic	3	9	1	0.539	0.540	0.292	0.776	1.011	0.127	-0.008	PWSI
p_pelagic	4	1	1	0.559	0.564	0.302	0.792	1.019	0.128	-0.039	PWSO
p_pelagic	4	1	2	0.544	0.548	0.291	0.784	1.013	0.129	-0.031	PWSO
p_pelagic	4	10	1	0.560	0.565	0.293	0.786	1.016	0.129	-0.039	PWSO
p_pelagic	4	10	2	0.543	0.547	0.289	0.779	1.011	0.129	-0.031	PWSO
p_pelagic	4	11	2	0.542	0.545	0.282	0.785	1.016	0.132	-0.023	PWSO
p_pelagic	4	12	1	0.557	0.564	0.296	0.794	1.013	0.130	-0.054	PWSO
p_pelagic	4	12	2	0.542	0.543	0.281	0.787	1.016	0.132	-0.008	PWSO
p_pelagic	4	13	1	0.562	0.572	0.312	0.783	1.012	0.128	-0.078	PWSO
p_pelagic	4	13	2	0.542	0.546	0.274	0.784	1.014	0.131	-0.030	PWSO
p_pelagic	4	14	1	0.555	0.560	0.297	0.793	1.018	0.129	-0.039	PWSO
p_pelagic	4	14	2	0.543	0.549	0.274	0.780	1.020	0.132	-0.045	PWSO
p_yellow	4	14	1	0.878	0.895	0.680	0.974	1.012	0.076	-0.225	PWSO
p_pelagic	4	15	1	0.552	0.558	0.296	0.788	1.016	0.127	-0.047	PWSO
p_pelagic	4	15	2	0.542	0.547	0.281	0.782	1.025	0.129	-0.039	PWSO
p_pelagic	4	16	1	0.558	0.562	0.299	0.789	1.012	0.128	-0.031	PWSO
p_pelagic	4	16	2	0.542	0.545	0.284	0.782	1.014	0.131	-0.023	PWSO
p_pelagic	4	17	1	0.555	0.561	0.305	0.793	1.012	0.130	-0.046	PWSO
p_pelagic	4	18	1	0.553	0.556	0.296	0.781	1.012	0.127	-0.024	PWSO
p_pelagic	4	18	2	0.543	0.544	0.278	0.788	1.015	0.130	-0.008	PWSO
p_pelagic	4	19	2	0.544	0.547	0.288	0.779	1.011	0.129	-0.023	PWSO
p_pelagic	4	2	1	0.560	0.570	0.293	0.796	1.017	0.130	-0.077	PWSO
p_pelagic	4	2	2	0.542	0.547	0.286	0.781	1.011	0.130	-0.038	PWSO
p_pelagic	4	20	2	0.465	0.465	0.243	0.688	1.010	0.117	0.000	PWSO
p_pelagic	4	3	2	0.541	0.544	0.285	0.777	1.021	0.129	-0.023	PWSO
p_pelagic	4	4	1	0.559	0.564	0.303	0.796	1.011	0.131	-0.038	PWSO
p_pelagic	4	4	2	0.544	0.545	0.288	0.784	1.012	0.131	-0.008	PWSO
p_pelagic	4	5	1	0.562	0.566	0.303	0.794	1.021	0.129	-0.031	PWSO
p_pelagic	4	5	2	0.541	0.543	0.278	0.790	1.021	0.132	-0.015	PWSO
p_pelagic	4	6	1	0.560	0.566	0.292	0.785	1.012	0.129	-0.047	PWSO
p_pelagic	4	6	2	0.543	0.544	0.282	0.777	1.020	0.129	-0.008	PWSO
p_pelagic	4	7	1	0.563	0.570	0.302	0.789	1.016	0.128	-0.055	PWSO
p_pelagic	4	7	2	0.543	0.546	0.283	0.778	1.016	0.130	-0.023	PWSO
p_pelagic	4	8	1	0.557	0.559	0.297	0.797	1.013	0.130	-0.015	PWSO
p_pelagic	4	8	2	0.543	0.546	0.284	0.784	1.012	0.129	-0.023	PWSO
p_pelagic	4	9	2	0.541	0.545	0.284	0.781	1.024	0.131	-0.030	PWSO
p_pelagic	5	1	2	0.760	0.893	0.000	1.000	1.012	0.297	-0.448	BSAI
p_pelagic	5	10	2	0.760	0.893	0.000	1.000	1.013	0.296	-0.449	BSAI
p_pelagic	5	11	2	0.763	0.894	0.000	1.000	1.011	0.293	-0.446	BSAI
p_pelagic	5	12	2	0.761	0.893	0.000	1.000	1.015	0.295	-0.447	BSAI
p_pelagic	5	13	2	0.761	0.894	0.000	1.000	1.012	0.298	-0.447	BSAI
p_pelagic	5	14	2	0.760	0.890	0.000	1.000	1.013	0.295	-0.441	BSAI
p_pelagic	5	15	2	0.760	0.893	0.000	1.000	1.014	0.296	-0.449	BSAI
p_pelagic	5	16	2	0.760	0.894	0.000	1.000	1.012	0.295	-0.454	BSAI
p_pelagic	5	17	2	0.759	0.889	0.000	1.000	1.013	0.294	-0.443	BSAI
p_pelagic	5	18	2	0.758	0.894	0.000	1.000	1.013	0.298	-0.456	BSAI
p_pelagic	5	19	2	0.760	0.898	0.000	1.000	1.015	0.296	-0.466	BSAI
p_pelagic	5	2	2	0.761	0.894	0.000	1.000	1.012	0.296	-0.450	BSAI
p_pelagic	5	20	2	0.760	0.892	0.000	1.000	1.014	0.296	-0.447	BSAI
p_pelagic	5	21	2	0.762	0.895	0.000	1.000	1.014	0.296	-0.450	BSAI
p_pelagic	5	22	2	0.759	0.894	0.000	1.000	1.014	0.297	-0.454	BSAI
p_pelagic	5	23	2	0.764	0.898	0.000	1.000	1.014	0.294	-0.456	BSAI
p_pelagic	5	24	2	0.761	0.890	0.000	1.000	1.015	0.295	-0.437	BSAI
p_pelagic	5	25	2	0.761	0.893	0.000	1.000	1.012	0.296	-0.447	BSAI
p_pelagic	5	26	2	0.762	0.900	0.000	1.000	1.011	0.295	-0.468	BSAI
p_pelagic	5	27	2	0.762	0.895	0.000	1.000	1.013	0.295	-0.451	BSAI
p_pelagic	5	28	2	0.762	0.891	0.000	1.000	1.014	0.292	-0.442	BSAI
p_pelagic	5	29	2	0.764	0.896	0.000	1.000	1.014	0.293	-0.450	BSAI
p_pelagic	5	3	2	0.761	0.893	0.000	1.000	1.015	0.295	-0.447	BSAI
p_pelagic	5	30	2	0.764	0.894	0.000	1.000	1.015	0.293	-0.444	BSAI
p_pelagic	5	31	2	0.763	0.893	0.000	1.000	1.013	0.294	-0.442	BSAI
p_pelagic	5	32	2	0.759	0.890	0.000	1.000	1.013	0.297	-0.441	BSAI
p_pelagic	5	33	2	0.761	0.896	0.000	1.000	1.012	0.296	-0.455	BSAI
p_pelagic	5	34	2	0.762	0.894	0.000	1.000	1.013	0.295	-0.447	BSAI
p_pelagic	5	35	2	0.758	0.894	0.000	1.000	1.013	0.296	-0.459	BSAI
p_pelagic	5	36	2	0.763	0.891	0.000	1.000	1.014	0.293	-0.437	BSAI
p_pelagic	5	37	2	0.759	0.895	0.000	1.000	1.013	0.296	-0.459	BSAI
p_pelagic	5	38	2	0.761	0.892	0.000	1.000	1.014	0.294	-0.445	BSAI
p_pelagic	5	39	2	0.761	0.894	0.000	1.000	1.012	0.295	-0.450	BSAI
p_pelagic	5	4	2	0.760	0.895	0.000	1.000	1.012	0.296	-0.456	BSAI
p_pelagic	5	40	2	0.762	0.894	0.000	1.000	1.013	0.294	-0.449	BSAI
p_pelagic	5	41	2	0.761	0.893	0.000	1.000	1.013	0.295	-0.447	BSAI
p_pelagic	5	42	2	0.759	0.894	0.000	1.000	1.013	0.296	-0.456	BSAI
p_pelagic	5	43	2	0.756	0.892	0.000	1.000	1.012	0.299	-0.455	BSAI
p_pelagic	5	5	2	0.762	0.896	0.000	1.000	1.012	0.295	-0.454	BSAI
p_pelagic	5	6	2	0.763	0.894	0.000	1.000	1.012	0.294	-0.445	BSAI
p_pelagic	5	7	2	0.761	0.895	0.000	1.000	1.014	0.296	-0.452	BSAI
p_pelagic	5	8	2	0.761	0.894	0.000	1.000	1.014	0.295	-0.450	BSAI
p_pelagic	5	9	2	0.761	0.894	0.000	1.000	1.012	0.295	-0.451	BSAI
p_black	8	40	1	0.660	0.493	0.340	0.962	1.038	0.264	0.633	afognak
p_black	8	43	1	0.429	0.424	0.348	0.516	1.065	0.058	0.086	afognak

Table Xb. True parameters with an Rhat in excess of 1.1

variable	area_n	year/species	mean	median	lower	upper	Rhat	sd	skew	year	area
tau_beta0_pH	1	1	7.757	4.287	0.735	40.845	1.170	10.685	0.325		CI
beta2_pH	10	1	0.961	0.785	0.333	2.610	1.190	0.830	0.212		northeast
beta2_pH	10	1	0.974	0.412	0.143	8.170	1.220	2.260	0.249		northeast
beta2_pH	11	1	-6.227	-5.286	-17.851	-0.520	1.105	4.605	-0.204		CSEO
beta3_pH	11	1	30.409	30.436	29.278	31.519	1.142	0.566	-0.048		CSEO
beta0_pelagic	11		-0.513	-0.367	-1.439	0.070	3.076	0.440	-0.332		CSEO
beta1_pelagic	11		1.657	1.474	0.856	2.771	3.040	0.549	0.334		CSEO
beta2_pelagic	11		0.850	0.504	0.142	3.692	1.474	0.947	0.365		CSEO
beta3_pelagic	11		29.001	29.205	24.702	33.403	1.691	2.110	-0.097		CSEO
beta2_pH	13	1	-6.724	-5.810	-18.050	-1.125	1.104	4.463	-0.205		NSEI
beta0_pelagic	13		-0.214	-0.139	-1.114	0.450	1.201	0.436	-0.172		NSEI
beta2_pelagic	13		0.479	0.208	0.086	3.292	1.143	0.894	0.303		NSEI
beta3_pelagic	13		35.872	35.984	27.531	42.655	1.263	4.006	-0.028		NSEI
beta2_pH	14	1	-6.728	-5.835	-17.726	-1.309	1.108	4.292	-0.208		NSEO
beta1_pelagic	14		2.040	1.952	1.321	3.194	1.221	0.483	0.182		NSEO
beta2_pelagic	14		0.752	0.536	0.182	2.691	1.148	0.671	0.322		NSEO
beta2_pH	15	1	-6.531	-5.813	-17.273	-1.197	1.207	4.000	-0.179		SSEI
beta1_pelagic	15		0.256	0.124	0.011	0.936	1.181	0.280	0.471		SSEI
beta2_pH	16	1	-7.122	-6.273	-17.551	-1.564	1.143	4.271	-0.199		SSEO
beta0_pelagic	16		-0.546	-0.423	-1.462	0.242	1.417	0.520	-0.236		SSEO
beta1_pelagic	16		1.793	1.654	0.727	3.206	1.315	0.708	0.196		SSEO
beta2_pelagic	16		0.553	0.278	0.099	3.335	1.116	0.845	0.325		SSEO
beta3_pelagic	16		30.117	30.295	23.711	36.795	1.207	3.353	-0.053		SSEO
tau_beta5_pH	2	2	0.395	0.172	0.044	1.596	1.126	1.840	0.121		NG
beta0_pH	2	1	1.075	1.128	0.363	1.525	1.273	0.296	-0.179		NG
beta1_pH	2	1	2.468	2.242	1.443	4.187	1.434	0.762	0.297		NG
beta2_pH	2	1	0.609	0.471	0.123	2.074	1.124	0.534	0.259		NG
beta3_pH	2	1	33.082	32.713	30.084	39.263	1.187	1.946	0.190		NG
mu_beta2_pH	3	1	-5.857	-5.554	-16.611	4.033	1.121	4.913	-0.062		PWSI
tau_beta5_pH	3	1	0.979	0.458	0.059	4.301	1.124	3.054	0.171		PWSI
beta2_pH	3	1	0.382	0.240	0.092	1.593	1.169	0.410	0.346		PWSI
beta3_pH	3	1	32.796	32.555	26.925	41.061	1.195	3.272	0.074		PWSI
beta1_pH	4	1	2.809	2.734	1.613	4.678	1.199	0.794	0.094		PWSO
beta0_yellow	4		0.862	0.958	-0.304	1.301	1.149	0.380	-0.253		PWSO
beta1_yellow	4		1.328	1.162	0.584	3.199	1.127	0.625	0.266		PWSO
beta4_yellow	5		1.671	1.015	-5.576	9.679	1.252	9.655	0.068		BSAI
beta2_pH	6	1	0.721	0.413	0.157	3.801	1.164	1.038	0.297		SOKO2SAP
beta4_yellow	6		0.496	0.944	-6.673	7.440	1.238	9.467	-0.047		SOKO2SAP
beta4_yellow	7		0.697	1.016	-6.891	8.437	1.227	9.025	-0.035		WKMA
beta1_pH	8	1	2.328	2.165	1.246	4.315	1.118	0.735	0.222		afognak
beta2_pH	8	1	0.643	0.377	0.129	3.419	1.205	0.931	0.286		afognak
beta0_H	8		6.701	6.504	-20.330	27.337	1.126	33.670	0.006		afognak
beta2_pH	9	1	0.837	0.570	0.166	3.467	1.131	0.970	0.275		eastside
beta2_pH	9	1	1.203	0.536	0.206	8.100	1.216	2.288	0.291		eastside
beta3_pH	9	1	31.353	31.164	27.715	38.803	1.114	2.441	0.077		eastside
beta4_yellow	9		1.075	0.983	-5.688	8.982	1.145	5.516	0.017		eastside
lambda_H	10		0.232	0.158	0.026	0.792	1.199	0.519	0.143		northeast
lambda_H	15		0.021	0.015	0.003	0.071	1.239	0.065	0.092		SSEI

Table Xc. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.01.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.01	1,046.00	265.00	1,427.00	334.00
Prop. of total	0.80	0.20	0.81	0.19
Prop. median less than 1	0.12	0.22	0.25	0.38
Prop. median less than 10	0.18	0.54	0.44	0.74
Prop. median less than 50	0.29	0.80	0.55	0.87
Median of the median values	462.12	8.80	29.02	2.07
Mean of the median values	1,435.07	182.05	461.02	103.97
Mean skew of posteriors	0.19	0.29	0.25	0.24

Table Xd. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.1.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.1	86.00	19.00	80.00	46.00
Prop. of total	0.82	0.18	0.63	0.37
Prop. median less than 1	0.03	0.68	0.75	0.67
Prop. median less than 10	0.03	0.89	0.82	0.89
Prop. median less than 50	0.03	0.95	0.91	0.96
Median of the median values	2,157.01	0.87	0.04	0.16
Mean of the median values	2,011.25	8.41	13.07	83.37
Mean skew of posteriors	0.14	0.21	0.15	0.16

Table Xe. All parameters and derived quantities that are not converged relative to an Rhat of 1.1.

variable	Freq
beta0_H	1
beta0_pelagic	3
beta0_pH	1
beta0_yellow	1
beta1_pelagic	4
beta1_pH	3
beta1_yellow	1
beta2_pelagic	4
beta2_pH	10
beta3_pelagic	3
beta3_pH	4
beta4_yellow	4
Bp_ay	15
Bp_ayg	14
Bp_ayu	6
H_ay	1
H_ayu	1
Hb_ay	19
Hb_ayg	18
Hb_ayu	12
Hd_ay	4
Ho_ay	20
Ho_ayg	1
Ho_ayu	12
Hp_ay	19
Hp_ayg	18
Hp_ayu	12
Hs_ayu	3
Hy_ay	22
Hy_ayg	17
Hy_ayu	5
lambda_H	2
mu_beta2_pH	1
p_pelagic	70
p_slope	3
R_ay	2
R_ayu	4
Rb_ay	1
Rb_ayu	2
Rd_ayg	1
re_pelagic	30
re_pH	11
Ro_ay	28
Ro_ayg	21
Ro_ayu	34
Rp_ay	1
Rp_ayu	2
Rs_ay	12
Rs_ayg	13
Rs_ayu	41
Ry_ay	32
Ry_ayg	1
Ry_ayu	55
sd_wt	1
tau_beta0_pH	1
tau_beta5_pH	2

Parameter estimates:

Summary Table of Parameter Estimates

Parameter	mean	sd	Lower_CI	Median	Upper_CI
mu_bc_H[1]	-0.014	0.070	-0.144	-0.017	0.130
mu_bc_H[2]	0.068	0.054	-0.031	0.067	0.187
mu_bc_H[3]	-0.306	0.066	-0.430	-0.308	-0.168
mu_bc_H[4]	-0.920	0.179	-1.269	-0.917	-0.569
mu_bc_H[5]	1.511	1.374	0.140	1.182	4.893
mu_bc_H[6]	-2.390	0.320	-3.012	-2.390	-1.766
mu_bc_H[7]	-0.448	0.105	-0.662	-0.443	-0.258
mu_bc_H[8]	0.306	0.375	-0.313	0.271	1.205
mu_bc_H[9]	-0.238	0.123	-0.482	-0.239	-0.005
mu_bc_H[10]	0.081	0.063	-0.040	0.079	0.208
mu_bc_H[11]	-0.127	0.037	-0.199	-0.127	-0.052
mu_bc_H[12]	-0.256	0.105	-0.485	-0.251	-0.062
mu_bc_H[13]	-0.154	0.074	-0.296	-0.154	-0.001
mu_bc_H[14]	-0.304	0.089	-0.488	-0.304	-0.129
mu_bc_H[15]	-0.333	0.046	-0.422	-0.333	-0.244
mu_bc_H[16]	-0.329	0.369	-0.965	-0.352	0.484
mu_bc_R[1]	0.992	0.119	0.759	0.991	1.235
mu_bc_R[2]	1.006	0.075	0.853	1.011	1.148
mu_bc_R[3]	0.282	0.084	0.111	0.282	0.443
mu_bc_R[4]	0.659	0.204	0.225	0.670	1.039
mu_bc_R[5]	1.550	0.398	0.754	1.554	2.337
mu_bc_R[6]	-1.508	0.395	-2.266	-1.513	-0.699
mu_bc_R[7]	0.407	0.202	0.005	0.413	0.790
mu_bc_R[8]	0.628	0.151	0.333	0.625	0.945
mu_bc_R[9]	0.378	0.168	0.038	0.383	0.682
mu_bc_R[10]	0.833	0.106	0.627	0.834	1.039
mu_bc_R[11]	1.091	0.071	0.952	1.090	1.236
mu_bc_R[12]	0.826	0.159	0.514	0.823	1.136
mu_bc_R[13]	1.093	0.092	0.909	1.096	1.271
mu_bc_R[14]	0.890	0.119	0.647	0.889	1.123
mu_bc_R[15]	0.820	0.097	0.632	0.822	1.012
mu_bc_R[16]	1.456	0.100	1.267	1.454	1.656
tau_pH[1]	3.232	0.233	2.785	3.228	3.711
tau_pH[2]	1.626	0.152	1.348	1.618	1.944
tau_pH[3]	1.480	0.135	1.232	1.475	1.749
tau_pH[4]	1.415	0.187	1.084	1.407	1.808
tau_pH[5]	0.654	0.105	0.469	0.650	0.877
beta0_pH[1,1,1]	0.377	0.198	-0.018	0.375	0.794
beta0_pH[2,1,1]	1.075	0.296	0.363	1.128	1.525
beta0_pH[3,1,1]	0.804	0.455	0.008	0.768	1.649
beta0_pH[4,1,1]	1.162	0.426	0.258	1.187	1.858
beta0_pH[5,1,1]	-0.734	0.297	-1.370	-0.720	-0.204
beta0_pH[6,1,1]	-0.444	0.331	-1.208	-0.391	0.068
beta0_pH[7,1,1]	0.710	0.129	0.460	0.708	0.966
beta0_pH[8,1,1]	-0.675	0.349	-1.573	-0.634	-0.132
beta0_pH[9,1,1]	-0.343	0.236	-0.879	-0.328	0.075
beta0_pH[10,1,1]	0.211	0.218	-0.243	0.211	0.617
beta0_pH[11,1,1]	-0.092	0.195	-0.430	-0.110	0.286
beta0_pH[12,1,1]	0.563	0.210	0.125	0.566	0.965
beta0_pH[13,1,1]	-0.006	0.179	-0.405	-0.001	0.337
beta0_pH[14,1,1]	-0.269	0.190	-0.652	-0.267	0.095
beta0_pH[15,1,1]	-0.059	0.188	-0.453	-0.061	0.301
beta0_pH[16,1,1]	-0.146	0.231	-0.627	-0.130	0.296
beta0_pH[1,2,1]	0.113	0.188	-0.273	0.125	0.454
beta0_pH[2,2,1]	0.543	0.115	0.316	0.542	0.771
beta0_pH[3,2,1]	0.441	0.119	0.205	0.443	0.682
beta0_pH[4,2,1]	0.592	0.240	0.048	0.629	0.967
beta0_pH[5,2,1]	-0.126	0.557	-1.295	-0.106	0.905
beta0_pH[6,2,1]	-0.173	0.546	-1.365	-0.154	0.840
beta0_pH[7,2,1]	-0.273	0.595	-1.571	-0.244	0.799
beta0_pH[8,2,1]	-0.116	0.171	-0.443	-0.117	0.221
beta0_pH[9,2,1]	0.145	0.169	-0.182	0.144	0.479
beta0_pH[10,2,1]	-0.212	0.116	-0.442	-0.215	0.016
beta0_pH[11,2,1]	0.172	0.299	-0.455	0.182	0.721
beta0_pH[12,2,1]	0.677	0.440	-0.166	0.699	1.476
beta0_pH[13,2,1]	0.210	0.302	-0.413	0.217	0.796
beta0_pH[14,2,1]	0.031	0.315	-0.581	0.028	0.677
beta0_pH[15,2,1]	0.453	0.409	-0.289	0.434	1.312
beta0_pH[16,2,1]	1.372	0.814	-0.130	1.523	2.659
beta0_pH[1,1,2]	2.531	0.220	2.105	2.527	2.971
beta0_pH[2,1,2]	2.954	0.189	2.591	2.950	3.339
beta0_pH[3,1,2]	3.461	0.202	3.071	3.460	3.855
beta0_pH[4,1,2]	3.231	0.187	2.881	3.225	3.615
beta0_pH[5,1,2]	4.531	1.306	2.752	4.278	7.841
beta0_pH[6,1,2]	3.319	0.258	2.827	3.313	3.852
beta0_pH[7,1,2]	1.970	0.232	1.500	1.975	2.424
beta0_pH[8,1,2]	2.825	0.219	2.386	2.825	3.237
beta0_pH[9,1,2]	3.919	0.291	3.359	3.918	4.513
beta0_pH[10,1,2]	3.897	0.243	3.443	3.891	4.397
beta0_pH[11,1,2]	2.053	0.174	1.718	2.051	2.405
beta0_pH[12,1,2]	1.819	0.214	1.396	1.822	2.234
beta0_pH[13,1,2]	2.405	0.197	2.028	2.404	2.788
beta0_pH[14,1,2]	1.953	0.177	1.605	1.953	2.286
beta0_pH[15,1,2]	2.411	0.215	1.991	2.411	2.830
beta0_pH[16,1,2]	2.633	0.209	2.232	2.632	3.045
beta0_pH[1,2,2]	1.915	0.703	0.457	1.941	3.235
beta0_pH[2,2,2]	1.779	0.263	1.267	1.774	2.295
beta0_pH[3,2,2]	1.934	0.248	1.448	1.932	2.432
beta0_pH[4,2,2]	2.320	0.276	1.777	2.313	2.848
beta0_pH[5,2,2]	3.479	1.522	0.618	3.387	6.807
beta0_pH[6,2,2]	3.434	1.536	0.579	3.360	6.871
beta0_pH[7,2,2]	3.429	1.585	0.407	3.367	6.781
beta0_pH[8,2,2]	4.335	1.362	2.431	4.080	7.756
beta0_pH[9,2,2]	4.000	1.356	2.001	3.803	7.325
beta0_pH[10,2,2]	2.532	0.383	1.761	2.537	3.277
beta0_pH[11,2,2]	2.576	0.217	2.154	2.575	3.021
beta0_pH[12,2,2]	1.508	0.446	0.620	1.530	2.349
beta0_pH[13,2,2]	2.679	0.224	2.242	2.678	3.130
beta0_pH[14,2,2]	1.927	0.229	1.478	1.932	2.377
beta0_pH[15,2,2]	2.621	0.212	2.199	2.620	3.046
beta0_pH[16,2,2]	3.431	0.341	2.766	3.428	4.105
beta0_pH[1,1,3]	0.692	0.676	-1.031	0.832	1.478
beta0_pH[2,1,3]	2.081	0.223	1.652	2.077	2.527
beta0_pH[3,1,3]	2.673	0.202	2.278	2.671	3.078
beta0_pH[4,1,3]	3.023	0.216	2.591	3.022	3.453
beta0_pH[5,1,3]	2.334	1.257	0.592	2.115	5.339
beta0_pH[6,1,3]	1.217	0.396	0.488	1.201	2.018
beta0_pH[7,1,3]	0.505	0.221	0.078	0.506	0.949
beta0_pH[8,1,3]	0.264	0.242	-0.211	0.264	0.742
beta0_pH[9,1,3]	-1.649	0.594	-2.886	-1.634	-0.569
beta0_pH[10,1,3]	-0.290	0.668	-1.747	-0.237	0.861
beta0_pH[11,1,3]	1.028	0.382	0.318	1.004	1.821
beta0_pH[12,1,3]	0.903	0.471	-0.063	0.880	1.928
beta0_pH[13,1,3]	0.745	0.354	-0.006	0.764	1.396
beta0_pH[14,1,3]	0.541	0.378	-0.308	0.578	1.165
beta0_pH[15,1,3]	0.796	0.343	0.059	0.811	1.447
beta0_pH[16,1,3]	1.025	0.464	0.212	0.969	2.111
beta0_pH[1,2,3]	1.120	0.528	0.085	1.113	2.148
beta0_pH[2,2,3]	0.225	0.266	-0.310	0.220	0.750
beta0_pH[3,2,3]	0.536	0.231	0.109	0.534	1.000
beta0_pH[4,2,3]	0.586	0.292	0.008	0.582	1.169
beta0_pH[5,2,3]	0.312	1.679	-2.655	0.203	4.082
beta0_pH[6,2,3]	0.184	1.746	-3.184	0.108	3.932
beta0_pH[7,2,3]	0.113	1.792	-3.537	0.105	3.932
beta0_pH[8,2,3]	-0.416	1.079	-2.655	-0.354	1.555
beta0_pH[9,2,3]	0.254	1.818	-3.484	0.254	3.990
beta0_pH[10,2,3]	-0.104	0.346	-0.797	-0.103	0.564
beta0_pH[11,2,3]	0.794	0.315	0.051	0.833	1.309
beta0_pH[12,2,3]	0.809	0.324	0.125	0.828	1.388
beta0_pH[13,2,3]	1.031	0.399	0.288	0.997	1.884
beta0_pH[14,2,3]	0.719	0.354	-0.062	0.733	1.384
beta0_pH[15,2,3]	0.768	0.369	-0.019	0.789	1.458
beta0_pH[16,2,3]	0.917	0.411	0.085	0.906	1.787
beta0_pH[11,1,4]	0.750	0.369	0.060	0.728	1.520
beta0_pH[12,1,4]	0.629	0.436	-0.211	0.617	1.581
beta0_pH[13,1,4]	0.608	0.373	-0.113	0.610	1.354
beta0_pH[14,1,4]	0.483	0.364	-0.303	0.500	1.151
beta0_pH[15,1,4]	0.481	0.348	-0.204	0.504	1.193
beta0_pH[16,1,4]	0.751	0.413	-0.001	0.724	1.687
beta0_pH[11,2,4]	0.507	0.328	-0.193	0.528	1.079
beta0_pH[12,2,4]	0.617	0.329	-0.086	0.627	1.253
beta0_pH[13,2,4]	0.788	0.371	0.049	0.776	1.540
beta0_pH[14,2,4]	0.557	0.349	-0.192	0.569	1.223
beta0_pH[15,2,4]	0.560	0.328	-0.105	0.563	1.196
beta0_pH[16,2,4]	0.691	0.396	-0.067	0.698	1.500
beta0_pH[11,1,5]	2.776	0.341	2.126	2.769	3.453
beta0_pH[12,1,5]	-0.908	0.534	-1.920	-0.923	0.172
beta0_pH[13,1,5]	3.150	0.533	2.134	3.141	4.230
beta0_pH[14,1,5]	3.548	0.469	2.664	3.536	4.533
beta0_pH[15,1,5]	2.166	0.388	1.438	2.169	2.937
beta0_pH[16,1,5]	-0.392	0.290	-0.983	-0.387	0.142
beta0_pH[11,2,5]	2.096	0.379	1.346	2.092	2.825
beta0_pH[12,2,5]	-0.796	1.148	-3.217	-0.735	1.297
beta0_pH[13,2,5]	4.239	0.423	3.413	4.234	5.082
beta0_pH[14,2,5]	3.142	0.635	1.956	3.115	4.428
beta0_pH[15,2,5]	2.600	0.344	1.908	2.592	3.300
beta0_pH[16,2,5]	4.282	0.694	3.003	4.246	5.764
beta1_pH[1,1,1]	3.524	0.886	2.293	3.337	5.754
beta1_pH[2,1,1]	2.468	0.762	1.443	2.242	4.187
beta1_pH[3,1,1]	2.959	1.091	1.507	2.771	5.718
beta1_pH[4,1,1]	2.809	0.794	1.613	2.734	4.678
beta1_pH[5,1,1]	2.242	0.349	1.623	2.217	2.998
beta1_pH[6,1,1]	2.067	0.536	1.270	1.974	3.319
beta1_pH[7,1,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,1,1]	2.328	0.735	1.246	2.165	4.315
beta1_pH[9,1,1]	2.056	0.482	1.373	1.979	3.257
beta1_pH[10,1,1]	2.205	0.293	1.662	2.191	2.837
beta1_pH[11,1,1]	3.331	0.254	2.855	3.324	3.840
beta1_pH[12,1,1]	2.944	0.253	2.455	2.945	3.449
beta1_pH[13,1,1]	2.733	0.265	2.248	2.724	3.284
beta1_pH[14,1,1]	3.365	0.265	2.853	3.371	3.883
beta1_pH[15,1,1]	2.668	0.247	2.207	2.656	3.192
beta1_pH[16,1,1]	3.022	0.288	2.484	3.000	3.688
beta1_pH[1,2,1]	0.425	0.312	0.002	0.391	1.077
beta1_pH[2,2,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,2,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,2,1]	0.369	0.335	0.001	0.294	1.136
beta1_pH[5,2,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,2,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,2,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,2,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[9,2,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[10,2,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[11,2,1]	1.578	0.346	0.958	1.553	2.318
beta1_pH[12,2,1]	1.355	0.470	0.525	1.335	2.327
beta1_pH[13,2,1]	1.552	0.335	0.922	1.538	2.266
beta1_pH[14,2,1]	1.686	0.348	1.033	1.675	2.396
beta1_pH[15,2,1]	1.378	0.432	0.528	1.382	2.199
beta1_pH[16,2,1]	2.321	0.875	1.039	2.147	3.977
beta1_pH[1,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[2,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[9,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[10,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[11,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[1,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[2,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[9,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[10,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[11,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[1,1,3]	2.722	1.476	0.741	2.368	6.454
beta1_pH[2,1,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,1,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,1,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,1,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,1,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,1,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,1,3]	4.344	1.873	2.122	3.909	9.541
beta1_pH[9,1,3]	4.265	1.035	2.621	4.145	6.728
beta1_pH[10,1,3]	4.869	1.935	2.509	4.404	10.135
beta1_pH[11,1,3]	2.196	0.446	1.300	2.197	3.033
beta1_pH[12,1,3]	3.177	0.545	2.115	3.168	4.319
beta1_pH[13,1,3]	1.702	0.413	0.930	1.695	2.519
beta1_pH[14,1,3]	1.818	0.420	1.036	1.800	2.706
beta1_pH[15,1,3]	2.102	0.412	1.285	2.095	2.950
beta1_pH[16,1,3]	3.290	0.543	2.187	3.305	4.323
beta1_pH[1,2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[2,2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[9,2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[10,2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[11,2,3]	0.825	0.907	0.121	0.634	2.536
beta1_pH[12,2,3]	0.909	0.891	0.126	0.770	2.321
beta1_pH[13,2,3]	1.472	0.489	0.485	1.487	2.387
beta1_pH[14,2,3]	1.535	0.494	0.542	1.521	2.553
beta1_pH[15,2,3]	1.022	0.476	0.179	1.014	2.005
beta1_pH[16,2,3]	1.905	0.544	0.829	1.902	2.991
beta1_pH[11,1,4]	2.098	0.456	1.168	2.119	2.954
beta1_pH[12,1,4]	3.253	0.534	2.191	3.254	4.339
beta1_pH[13,1,4]	1.063	0.416	0.215	1.064	1.866
beta1_pH[14,1,4]	1.682	0.442	0.853	1.663	2.620
beta1_pH[15,1,4]	0.926	0.393	0.132	0.930	1.672
beta1_pH[16,1,4]	3.267	0.513	2.211	3.272	4.240
beta1_pH[11,2,4]	0.712	0.422	0.036	0.681	1.640
beta1_pH[12,2,4]	0.916	0.472	0.084	0.907	1.900
beta1_pH[13,2,4]	1.394	0.477	0.505	1.370	2.363
beta1_pH[14,2,4]	1.749	0.505	0.810	1.741	2.762
beta1_pH[15,2,4]	1.095	0.411	0.247	1.096	1.897
beta1_pH[16,2,4]	1.949	0.540	0.904	1.959	3.035
beta1_pH[11,1,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,1,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,1,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,1,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,1,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,1,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[11,2,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,2,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,2,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,2,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,2,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,2,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,1,1]	0.447	0.220	0.200	0.392	1.015
beta2_pH[2,1,1]	0.609	0.534	0.123	0.471	2.074
beta2_pH[3,1,1]	0.382	0.410	0.092	0.240	1.593
beta2_pH[4,1,1]	0.404	0.368	0.115	0.290	1.397
beta2_pH[5,1,1]	1.999	1.428	0.429	1.660	5.868
beta2_pH[6,1,1]	0.721	1.038	0.157	0.413	3.801
beta2_pH[7,1,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,1,1]	0.643	0.931	0.129	0.377	3.419
beta2_pH[9,1,1]	0.837	0.970	0.166	0.570	3.467
beta2_pH[10,1,1]	0.961	0.830	0.333	0.785	2.610
beta2_pH[11,1,1]	0.875	0.315	0.489	0.822	1.562
beta2_pH[12,1,1]	1.243	0.500	0.682	1.119	2.767
beta2_pH[13,1,1]	0.923	0.311	0.461	0.871	1.668
beta2_pH[14,1,1]	0.925	0.293	0.547	0.882	1.587
beta2_pH[15,1,1]	0.877	0.369	0.433	0.815	1.798
beta2_pH[16,1,1]	0.867	0.342	0.416	0.821	1.680
beta2_pH[1,2,1]	2.236	1.346	0.040	2.348	3.992
beta2_pH[2,2,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,2,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,2,1]	2.115	1.402	0.040	2.153	3.992
beta2_pH[5,2,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,2,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,2,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,2,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[9,2,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[10,2,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[11,2,1]	2.479	1.224	0.444	2.674	3.994
beta2_pH[12,2,1]	2.490	1.317	0.091	2.876	3.996
beta2_pH[13,2,1]	2.523	1.205	0.524	2.714	3.995
beta2_pH[14,2,1]	2.715	1.167	0.490	3.090	3.995
beta2_pH[15,2,1]	2.571	1.218	0.349	2.842	3.996
beta2_pH[16,2,1]	2.567	1.227	0.525	2.889	3.995
beta2_pH[1,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[2,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[9,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[10,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[11,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[2,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[9,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[10,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[11,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,1,3]	3.145	4.780	0.106	0.848	17.093
beta2_pH[2,1,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,1,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,1,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,1,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,1,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,1,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,1,3]	2.768	2.696	0.544	1.817	10.070
beta2_pH[9,1,3]	1.203	2.288	0.206	0.536	8.100
beta2_pH[10,1,3]	0.974	2.260	0.143	0.412	8.170
beta2_pH[11,1,3]	-6.227	4.605	-17.851	-5.286	-0.520
beta2_pH[12,1,3]	-7.163	4.494	-18.214	-6.575	-0.901
beta2_pH[13,1,3]	-6.724	4.463	-18.050	-5.810	-1.125
beta2_pH[14,1,3]	-6.728	4.292	-17.726	-5.835	-1.309
beta2_pH[15,1,3]	-6.531	4.000	-17.273	-5.813	-1.197
beta2_pH[16,1,3]	-7.122	4.271	-17.551	-6.273	-1.564
beta2_pH[1,2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[2,2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[9,2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[10,2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[11,2,3]	-6.449	5.662	-20.216	-4.921	-0.078
beta2_pH[12,2,3]	-6.344	5.702	-20.781	-4.715	-0.119
beta2_pH[13,2,3]	-6.488	5.588	-20.920	-4.863	-0.329
beta2_pH[14,2,3]	-6.595	5.461	-20.376	-4.879	-0.589
beta2_pH[15,2,3]	-6.591	5.614	-21.100	-4.903	-0.249
beta2_pH[16,2,3]	-6.785	5.421	-20.708	-5.115	-0.683
beta2_pH[11,1,4]	-7.426	5.280	-21.243	-6.708	-0.460
beta2_pH[12,1,4]	-7.946	5.079	-20.550	-7.196	-0.855
beta2_pH[13,1,4]	-7.610	5.205	-21.079	-6.675	-0.732
beta2_pH[14,1,4]	-7.498	5.055	-20.465	-6.498	-1.087
beta2_pH[15,1,4]	-7.495	5.156	-20.832	-6.587	-0.588
beta2_pH[16,1,4]	-7.392	4.874	-20.289	-6.464	-1.310
beta2_pH[11,2,4]	-6.510	5.706	-20.486	-5.119	-0.075
beta2_pH[12,2,4]	-6.643	5.744	-20.792	-5.173	-0.119
beta2_pH[13,2,4]	-6.722	5.735	-20.506	-5.381	-0.228
beta2_pH[14,2,4]	-6.908	5.588	-21.284	-5.378	-0.627
beta2_pH[15,2,4]	-7.044	5.681	-21.018	-5.576	-0.349
beta2_pH[16,2,4]	-7.016	5.494	-20.492	-5.422	-0.696
beta2_pH[11,1,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,1,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,1,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,1,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,1,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,1,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[11,2,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,2,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,2,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,2,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,2,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,2,5]	0.000	0.000	0.000	0.000	0.000
beta3_pH[1,1,1]	36.111	1.834	33.346	35.817	40.487
beta3_pH[2,1,1]	33.082	1.946	30.084	32.713	39.263
beta3_pH[3,1,1]	32.796	3.272	26.925	32.555	41.061
beta3_pH[4,1,1]	32.929	2.243	28.842	32.792	38.009
beta3_pH[5,1,1]	27.480	0.698	26.340	27.437	29.110
beta3_pH[6,1,1]	33.557	2.566	28.276	33.411	38.880
beta3_pH[7,1,1]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,1,1]	34.665	3.156	29.381	34.262	41.058
beta3_pH[9,1,1]	31.353	2.441	27.715	31.164	38.803
beta3_pH[10,1,1]	32.086	1.037	30.220	32.014	34.216
beta3_pH[11,1,1]	30.409	0.566	29.278	30.436	31.519
beta3_pH[12,1,1]	30.538	0.454	29.646	30.548	31.395
beta3_pH[13,1,1]	32.719	0.737	31.273	32.705	34.174
beta3_pH[14,1,1]	32.089	0.585	30.958	32.081	33.231
beta3_pH[15,1,1]	31.187	0.813	29.647	31.151	32.881
beta3_pH[16,1,1]	30.701	0.650	29.526	30.673	32.088
beta3_pH[1,2,1]	34.485	3.262	26.772	34.370	41.937
beta3_pH[2,2,1]	33.941	5.213	25.437	33.947	42.514
beta3_pH[3,2,1]	32.344	6.117	22.492	32.212	42.457
beta3_pH[4,2,1]	31.415	5.386	22.967	29.790	42.495
beta3_pH[5,2,1]	25.000	0.000	25.000	25.000	25.000
beta3_pH[6,2,1]	25.000	0.000	25.000	25.000	25.000
beta3_pH[7,2,1]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,2,1]	25.000	0.000	25.000	25.000	25.000
beta3_pH[9,2,1]	25.000	0.000	25.000	25.000	25.000
beta3_pH[10,2,1]	25.000	0.000	25.000	25.000	25.000
beta3_pH[11,2,1]	35.153	1.482	32.588	35.020	37.829
beta3_pH[12,2,1]	32.397	2.278	29.187	31.905	38.377
beta3_pH[13,2,1]	30.744	1.046	29.062	30.830	32.658
beta3_pH[14,2,1]	32.283	1.285	31.012	31.817	35.993
beta3_pH[15,2,1]	31.221	1.531	29.146	31.097	34.415
beta3_pH[16,2,1]	31.064	1.099	29.113	31.350	32.601
beta3_pH[1,1,2]	34.144	5.128	25.661	34.130	42.556
beta3_pH[2,1,2]	33.963	5.145	25.443	34.076	42.518
beta3_pH[3,1,2]	32.552	6.027	22.531	32.496	42.629
beta3_pH[4,1,2]	32.612	6.106	22.508	32.722	42.560
beta3_pH[5,1,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[6,1,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[7,1,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,1,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[9,1,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[10,1,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[11,1,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[12,1,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[13,1,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[14,1,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[15,1,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[16,1,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[1,2,2]	34.089	5.152	25.513	34.241	42.636
beta3_pH[2,2,2]	33.956	5.206	25.443	33.924	42.538
beta3_pH[3,2,2]	32.362	5.978	22.578	32.297	42.327
beta3_pH[4,2,2]	32.371	6.111	22.481	32.241	42.490
beta3_pH[5,2,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[6,2,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[7,2,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,2,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[9,2,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[10,2,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[11,2,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[12,2,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[13,2,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[14,2,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[15,2,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[16,2,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[1,1,3]	38.292	3.245	30.081	39.422	42.618
beta3_pH[2,1,3]	33.876	5.187	25.461	33.651	42.527
beta3_pH[3,1,3]	32.481	5.979	22.678	32.542	42.446
beta3_pH[4,1,3]	32.318	6.070	22.579	32.146	42.425
beta3_pH[5,1,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[6,1,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[7,1,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,1,3]	41.920	0.742	40.717	41.770	43.661
beta3_pH[9,1,3]	32.968	0.823	32.035	32.788	34.903
beta3_pH[10,1,3]	36.084	2.246	32.778	35.753	42.172
beta3_pH[11,1,3]	40.685	1.067	38.940	40.639	42.715
beta3_pH[12,1,3]	42.002	0.902	39.386	42.305	42.848
beta3_pH[13,1,3]	41.297	0.771	39.631	41.360	42.725
beta3_pH[14,1,3]	40.334	0.827	38.809	40.279	41.880
beta3_pH[15,1,3]	40.655	0.594	39.303	40.674	41.796
beta3_pH[16,1,3]	42.183	0.404	41.221	42.179	42.895
beta3_pH[1,2,3]	33.866	5.159	25.505	33.846	42.490
beta3_pH[2,2,3]	34.009	5.216	25.397	34.005	42.512
beta3_pH[3,2,3]	32.417	6.133	22.451	32.386	42.346
beta3_pH[4,2,3]	32.436	6.060	22.442	32.344	42.386
beta3_pH[5,2,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[6,2,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[7,2,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,2,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[9,2,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[10,2,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[11,2,3]	35.930	4.738	29.142	36.729	42.674
beta3_pH[12,2,3]	35.882	4.197	29.236	36.085	42.618
beta3_pH[13,2,3]	40.353	1.652	36.419	40.628	42.638
beta3_pH[14,2,3]	39.680	1.346	36.668	39.850	41.785
beta3_pH[15,2,3]	39.408	2.421	31.228	39.966	42.470
beta3_pH[16,2,3]	41.344	1.009	39.235	41.503	42.752
beta3_pH[11,1,4]	40.501	0.980	39.001	40.351	42.907
beta3_pH[12,1,4]	42.291	0.596	40.367	42.421	42.937
beta3_pH[13,1,4]	41.242	1.360	38.239	41.323	43.648
beta3_pH[14,1,4]	40.392	0.893	38.614	40.379	41.911
beta3_pH[15,1,4]	41.512	1.388	38.110	41.597	43.782
beta3_pH[16,1,4]	42.000	0.472	41.062	42.012	42.895
beta3_pH[11,2,4]	39.775	2.515	34.618	40.058	43.738
beta3_pH[12,2,4]	38.779	2.724	34.614	38.484	43.604
beta3_pH[13,2,4]	39.957	1.786	36.146	40.237	43.063
beta3_pH[14,2,4]	39.762	1.086	37.474	39.887	41.711
beta3_pH[15,2,4]	39.874	1.695	36.229	40.049	42.949
beta3_pH[16,2,4]	41.391	0.885	39.381	41.488	42.880
beta3_pH[11,1,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[12,1,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[13,1,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[14,1,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[15,1,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[16,1,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[11,2,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[12,2,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[13,2,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[14,2,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[15,2,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[16,2,5]	25.000	0.000	25.000	25.000	25.000
beta0_pelagic[1]	2.219	0.104	2.007	2.219	2.414
beta0_pelagic[2]	1.486	0.104	1.276	1.487	1.691
beta0_pelagic[3]	0.178	0.257	-0.478	0.213	0.591
beta0_pelagic[4]	0.260	0.249	-0.337	0.261	0.745
beta0_pelagic[5]	1.409	0.181	1.052	1.408	1.769
beta0_pelagic[6]	1.376	0.121	1.136	1.378	1.609
beta0_pelagic[7]	1.494	0.112	1.274	1.494	1.721
beta0_pelagic[8]	1.727	0.112	1.512	1.726	1.949
beta0_pelagic[9]	2.764	0.130	2.511	2.760	3.015
beta0_pelagic[10]	2.551	0.106	2.346	2.547	2.766
beta0_pelagic[11]	-0.513	0.440	-1.439	-0.367	0.070
beta0_pelagic[12]	1.786	0.105	1.580	1.784	1.987
beta0_pelagic[13]	-0.214	0.436	-1.114	-0.139	0.450
beta0_pelagic[14]	-0.535	0.248	-1.118	-0.512	-0.132
beta0_pelagic[15]	-0.252	0.107	-0.471	-0.251	-0.045
beta0_pelagic[16]	-0.546	0.520	-1.462	-0.423	0.242
beta1_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[3]	0.735	0.308	0.255	0.687	1.632
beta1_pelagic[4]	0.860	0.257	0.362	0.852	1.444
beta1_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[11]	1.657	0.549	0.856	1.474	2.771
beta1_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[13]	2.075	0.787	0.731	2.081	3.399
beta1_pelagic[14]	2.040	0.483	1.321	1.952	3.194
beta1_pelagic[15]	0.256	0.280	0.011	0.124	0.936
beta1_pelagic[16]	1.793	0.708	0.727	1.654	3.206
beta2_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[3]	6.365	5.880	0.180	4.753	20.980
beta2_pelagic[4]	7.146	5.956	0.458	5.704	21.461
beta2_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[11]	0.850	0.947	0.142	0.504	3.692
beta2_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[13]	0.479	0.894	0.086	0.208	3.292
beta2_pelagic[14]	0.752	0.671	0.182	0.536	2.691
beta2_pelagic[15]	2.672	1.926	0.165	2.264	7.241
beta2_pelagic[16]	0.553	0.845	0.099	0.278	3.335
beta3_pelagic[1]	30.972	6.834	19.581	30.964	42.458
beta3_pelagic[2]	31.006	6.980	19.626	31.027	42.436
beta3_pelagic[3]	28.782	3.051	22.997	29.600	35.860
beta3_pelagic[4]	25.727	1.342	22.533	26.084	27.848
beta3_pelagic[5]	29.498	6.683	18.521	29.538	40.375
beta3_pelagic[6]	29.392	6.630	18.538	29.321	40.318
beta3_pelagic[7]	29.597	6.579	18.538	29.911	40.324
beta3_pelagic[8]	29.381	6.696	18.465	29.292	40.324
beta3_pelagic[9]	29.279	6.702	18.445	29.254	40.379
beta3_pelagic[10]	29.815	6.557	18.684	30.034	40.329
beta3_pelagic[11]	29.001	2.110	24.702	29.205	33.403
beta3_pelagic[12]	30.897	6.986	19.496	30.852	42.497
beta3_pelagic[13]	35.872	4.006	27.531	35.984	42.655
beta3_pelagic[14]	33.465	1.458	31.095	33.336	36.950
beta3_pelagic[15]	35.793	6.576	20.347	38.574	42.615
beta3_pelagic[16]	30.117	3.353	23.711	30.295	36.795
beta0_yellow[1]	-0.484	0.150	-0.781	-0.488	-0.186
beta0_yellow[2]	0.564	0.177	0.223	0.564	0.894
beta0_yellow[3]	-0.195	0.181	-0.552	-0.188	0.135
beta0_yellow[4]	0.862	0.380	-0.304	0.958	1.301
beta0_yellow[5]	0.376	0.342	-0.395	0.412	0.933
beta0_yellow[6]	0.813	0.158	0.508	0.809	1.139
beta0_yellow[7]	0.948	0.154	0.653	0.947	1.267
beta0_yellow[8]	0.980	0.155	0.689	0.981	1.277
beta0_yellow[9]	0.527	0.166	0.185	0.534	0.828
beta0_yellow[10]	0.678	0.135	0.411	0.682	0.930
beta0_yellow[11]	-0.048	0.186	-0.442	-0.041	0.293
beta0_yellow[12]	-1.191	0.201	-1.630	-1.179	-0.834
beta0_yellow[13]	-1.379	0.275	-2.041	-1.343	-0.925
beta0_yellow[14]	-0.264	0.181	-0.634	-0.265	0.090
beta0_yellow[15]	-1.148	0.220	-1.677	-1.119	-0.806
beta0_yellow[16]	-0.339	0.165	-0.676	-0.335	-0.034
beta1_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[2]	1.000	0.294	0.525	0.981	1.622
beta1_yellow[3]	0.462	0.261	0.016	0.470	0.957
beta1_yellow[4]	1.328	0.625	0.584	1.162	3.199
beta1_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[11]	1.986	0.321	1.444	1.954	2.713
beta1_yellow[12]	0.248	0.407	0.011	0.093	1.320
beta1_yellow[13]	2.450	0.703	1.391	2.325	4.047
beta1_yellow[14]	2.681	0.576	1.718	2.630	4.041
beta1_yellow[15]	0.718	0.405	0.040	0.686	1.777
beta1_yellow[16]	0.159	0.169	0.011	0.091	0.597
beta2_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[2]	-7.467	5.652	-21.028	-6.375	-0.249
beta2_yellow[3]	-7.539	5.493	-20.038	-6.514	-0.407
beta2_yellow[4]	-5.897	5.940	-20.675	-4.222	-0.099
beta2_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[11]	-4.127	4.771	-18.068	-2.020	-0.441
beta2_yellow[12]	-7.751	5.887	-21.773	-6.561	-0.272
beta2_yellow[13]	-1.734	3.133	-12.367	-0.634	-0.199
beta2_yellow[14]	-4.533	4.767	-18.007	-2.571	-0.545
beta2_yellow[15]	-7.123	5.763	-19.955	-6.055	-0.187
beta2_yellow[16]	-7.502	5.760	-21.198	-6.132	-0.311
beta3_yellow[1]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[2]	29.079	1.598	26.898	28.751	32.965
beta3_yellow[3]	32.847	3.514	23.006	32.855	39.947
beta3_yellow[4]	29.163	3.296	24.441	27.906	36.918
beta3_yellow[5]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[6]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[7]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[8]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[9]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[10]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[11]	30.186	0.753	28.927	30.061	31.811
beta3_yellow[12]	34.714	3.963	28.342	34.507	41.611
beta3_yellow[13]	30.237	1.142	28.238	30.124	32.742
beta3_yellow[14]	29.321	0.528	28.318	29.243	30.544
beta3_yellow[15]	30.993	2.702	28.128	30.029	37.720
beta3_yellow[16]	34.055	3.600	28.339	33.651	41.330
beta0_black[1]	0.048	0.183	-0.306	0.045	0.412
beta0_black[2]	1.900	0.170	1.573	1.898	2.238
beta0_black[3]	1.384	0.172	1.054	1.381	1.719
beta0_black[4]	2.531	0.181	2.175	2.529	2.884
beta0_black[5]	4.790	2.305	1.633	4.301	10.629
beta0_black[6]	4.834	2.140	2.299	4.303	10.601
beta0_black[7]	3.652	1.866	1.491	3.178	8.946
beta0_black[8]	1.051	0.275	0.537	1.044	1.585
beta0_black[9]	2.699	0.290	2.133	2.693	3.280
beta0_black[10]	1.378	0.170	1.036	1.382	1.701
beta0_black[11]	2.959	0.190	2.594	2.961	3.328
beta0_black[12]	4.851	0.239	4.395	4.847	5.322
beta0_black[13]	0.314	0.246	0.014	0.266	0.944
beta0_black[14]	2.844	0.200	2.451	2.844	3.234
beta0_black[15]	1.293	0.182	0.922	1.296	1.644
beta0_black[16]	3.774	0.192	3.400	3.775	4.144
beta2_black[1]	0.000	0.000	0.000	0.000	0.000
beta2_black[2]	0.000	0.000	0.000	0.000	0.000
beta2_black[3]	0.000	0.000	0.000	0.000	0.000
beta2_black[4]	0.000	0.000	0.000	0.000	0.000
beta2_black[5]	0.000	0.000	0.000	0.000	0.000
beta2_black[6]	0.000	0.000	0.000	0.000	0.000
beta2_black[7]	0.000	0.000	0.000	0.000	0.000
beta2_black[8]	0.000	0.000	0.000	0.000	0.000
beta2_black[9]	0.000	0.000	0.000	0.000	0.000
beta2_black[10]	0.000	0.000	0.000	0.000	0.000
beta2_black[11]	0.000	0.000	0.000	0.000	0.000
beta2_black[12]	0.000	0.000	0.000	0.000	0.000
beta2_black[13]	-2.607	1.694	-6.748	-2.214	-0.464
beta2_black[14]	0.000	0.000	0.000	0.000	0.000
beta2_black[15]	0.000	0.000	0.000	0.000	0.000
beta2_black[16]	0.000	0.000	0.000	0.000	0.000
beta3_black[1]	25.000	0.000	25.000	25.000	25.000
beta3_black[2]	25.000	0.000	25.000	25.000	25.000
beta3_black[3]	25.000	0.000	25.000	25.000	25.000
beta3_black[4]	25.000	0.000	25.000	25.000	25.000
beta3_black[5]	25.000	0.000	25.000	25.000	25.000
beta3_black[6]	25.000	0.000	25.000	25.000	25.000
beta3_black[7]	25.000	0.000	25.000	25.000	25.000
beta3_black[8]	25.000	0.000	25.000	25.000	25.000
beta3_black[9]	25.000	0.000	25.000	25.000	25.000
beta3_black[10]	25.000	0.000	25.000	25.000	25.000
beta3_black[11]	25.000	0.000	25.000	25.000	25.000
beta3_black[12]	25.000	0.000	25.000	25.000	25.000
beta3_black[13]	38.716	1.294	35.868	38.954	40.599
beta3_black[14]	25.000	0.000	25.000	25.000	25.000
beta3_black[15]	25.000	0.000	25.000	25.000	25.000
beta3_black[16]	25.000	0.000	25.000	25.000	25.000
beta4_black[1]	-0.333	0.240	-0.797	-0.332	0.142
beta4_black[2]	0.267	0.234	-0.191	0.272	0.719
beta4_black[3]	-1.008	0.235	-1.469	-1.007	-0.540
beta4_black[4]	0.562	0.267	0.040	0.552	1.090
beta4_black[5]	0.918	2.145	-1.276	0.497	5.478
beta4_black[6]	1.011	1.970	-0.975	0.579	5.351
beta4_black[7]	0.853	1.703	-1.067	0.525	4.919
beta4_black[8]	-0.231	0.371	-0.997	-0.209	0.472
beta4_black[9]	1.063	0.896	-0.177	0.887	3.292
beta4_black[10]	0.107	0.224	-0.317	0.107	0.547
beta4_black[11]	-0.586	0.253	-1.082	-0.586	-0.087
beta4_black[12]	0.645	0.384	-0.089	0.637	1.421
beta4_black[13]	-1.231	0.250	-1.744	-1.224	-0.752
beta4_black[14]	0.095	0.295	-0.468	0.097	0.672
beta4_black[15]	-1.014	0.243	-1.481	-1.017	-0.539
beta4_black[16]	-0.452	0.261	-0.953	-0.453	0.070
beta0_dsr[11]	-0.612	0.169	-0.946	-0.614	-0.287
beta0_dsr[12]	1.450	0.175	1.111	1.449	1.791
beta0_dsr[13]	0.074	0.158	-0.232	0.076	0.381
beta0_dsr[14]	-0.165	0.175	-0.510	-0.164	0.183
beta0_dsr[15]	0.034	0.162	-0.293	0.036	0.351
beta0_dsr[16]	-0.102	0.167	-0.453	-0.100	0.213
beta1_dsr[11]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[12]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[13]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[14]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[15]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[16]	0.000	0.000	0.000	0.000	0.000
beta4_dsr[11]	1.078	0.222	0.648	1.073	1.516
beta4_dsr[12]	0.716	0.320	0.076	0.716	1.339
beta4_dsr[13]	0.167	0.208	-0.227	0.163	0.570
beta4_dsr[14]	-0.050	0.246	-0.536	-0.047	0.422
beta4_dsr[15]	0.700	0.209	0.298	0.698	1.115
beta4_dsr[16]	0.469	0.230	0.011	0.463	0.924
beta0_slope[11]	-1.939	0.204	-2.338	-1.939	-1.535
beta0_slope[12]	-5.448	0.345	-6.124	-5.443	-4.791
beta0_slope[13]	-1.289	0.218	-1.708	-1.290	-0.856
beta0_slope[14]	-2.567	0.222	-3.000	-2.564	-2.152
beta0_slope[15]	-1.266	0.196	-1.651	-1.266	-0.867
beta0_slope[16]	-2.297	0.212	-2.722	-2.289	-1.903
beta1_slope[11]	0.000	0.000	0.000	0.000	0.000
beta1_slope[12]	0.000	0.000	0.000	0.000	0.000
beta1_slope[13]	0.000	0.000	0.000	0.000	0.000
beta1_slope[14]	0.000	0.000	0.000	0.000	0.000
beta1_slope[15]	0.000	0.000	0.000	0.000	0.000
beta1_slope[16]	0.000	0.000	0.000	0.000	0.000
beta4_slope[11]	-0.769	0.277	-1.327	-0.764	-0.241
beta4_slope[12]	-3.867	0.943	-5.844	-3.871	-2.094
beta4_slope[13]	-0.020	0.276	-0.548	-0.016	0.507
beta4_slope[14]	-0.386	0.329	-1.022	-0.391	0.256
beta4_slope[15]	-0.931	0.270	-1.455	-0.925	-0.399
beta4_slope[16]	-0.697	0.302	-1.272	-0.698	-0.114
beta5_slope[11]	2.611	0.316	1.980	2.616	3.230
beta5_slope[12]	1.583	0.538	0.533	1.580	2.619
beta5_slope[13]	1.364	0.308	0.778	1.361	1.965
beta5_slope[14]	3.494	0.482	2.565	3.482	4.462
beta5_slope[15]	1.684	0.324	1.058	1.685	2.327
beta5_slope[16]	2.867	0.395	2.107	2.869	3.652
tau_comp[1]	4.017	0.297	3.477	4.003	4.646
tau_comp[2]	2.566	0.212	2.167	2.564	3.004
tau_comp[3]	1.363	0.101	1.178	1.360	1.573
tau_comp[4]	2.446	0.312	1.894	2.427	3.121
tau_comp[5]	1.497	0.205	1.123	1.483	1.923
sigma_H[1]	0.213	0.048	0.128	0.209	0.315
sigma_H[2]	0.173	0.028	0.127	0.170	0.235
sigma_H[3]	0.183	0.040	0.112	0.181	0.269
sigma_H[4]	0.465	0.080	0.333	0.459	0.646
sigma_H[5]	0.971	0.204	0.602	0.960	1.405
sigma_H[6]	0.536	0.194	0.127	0.537	0.924
sigma_H[7]	0.315	0.065	0.215	0.305	0.462
sigma_H[8]	0.417	0.091	0.248	0.409	0.608
sigma_H[9]	0.518	0.118	0.332	0.502	0.785
sigma_H[10]	0.212	0.038	0.146	0.208	0.297
sigma_H[11]	0.267	0.043	0.192	0.262	0.359
sigma_H[12]	0.378	0.146	0.199	0.330	0.708
sigma_H[13]	0.219	0.035	0.160	0.217	0.296
sigma_H[14]	0.506	0.088	0.356	0.500	0.694
sigma_H[15]	0.242	0.039	0.176	0.238	0.327
sigma_H[16]	0.226	0.042	0.155	0.221	0.322
lambda_H[1]	2.199	3.381	0.090	1.016	10.587
lambda_H[2]	5.456	5.236	0.484	3.858	19.504
lambda_H[3]	4.498	5.990	0.300	2.568	20.497
lambda_H[4]	0.006	0.004	0.001	0.005	0.018
lambda_H[5]	2.827	6.945	0.023	0.626	21.419
lambda_H[6]	7.035	12.444	0.010	1.227	45.377
lambda_H[7]	0.011	0.008	0.002	0.009	0.032
lambda_H[8]	7.938	10.145	0.098	4.509	36.821
lambda_H[9]	0.015	0.010	0.003	0.013	0.041
lambda_H[10]	0.232	0.519	0.026	0.158	0.792
lambda_H[11]	0.237	0.347	0.010	0.110	1.134
lambda_H[12]	3.802	4.854	0.202	2.202	16.344
lambda_H[13]	3.290	3.026	0.256	2.412	11.623
lambda_H[14]	3.335	3.815	0.220	2.129	14.138
lambda_H[15]	0.021	0.065	0.003	0.015	0.071
lambda_H[16]	1.098	1.640	0.057	0.567	4.982
mu_lambda_H[1]	4.020	1.871	0.972	3.857	8.093
mu_lambda_H[2]	3.760	1.982	0.500	3.613	7.931
mu_lambda_H[3]	3.465	1.871	0.759	3.150	7.701
sigma_lambda_H[1]	8.060	4.307	1.653	7.362	17.932
sigma_lambda_H[2]	8.238	4.730	0.814	7.648	18.223
sigma_lambda_H[3]	6.252	4.027	0.976	5.380	16.127
beta_H[1,1]	6.551	1.326	3.208	6.761	8.438
beta_H[2,1]	9.751	0.606	8.428	9.792	10.861
beta_H[3,1]	7.844	0.766	6.018	7.916	9.160
beta_H[4,1]	10.627	7.619	-4.937	10.883	25.026
beta_H[5,1]	-0.360	2.693	-6.093	-0.209	4.363
beta_H[6,1]	3.733	4.011	-6.384	5.136	8.138
beta_H[7,1]	0.878	5.786	-11.419	1.266	11.224
beta_H[8,1]	1.280	3.623	-2.783	1.268	3.521
beta_H[9,1]	13.600	5.763	2.224	13.414	25.426
beta_H[10,1]	6.772	1.842	2.970	6.854	10.352
beta_H[11,1]	4.869	3.573	-3.179	5.576	9.824
beta_H[12,1]	2.586	1.085	0.635	2.506	5.008
beta_H[13,1]	9.058	0.872	7.035	9.135	10.519
beta_H[14,1]	2.170	0.997	0.152	2.156	4.195
beta_H[15,1]	-6.714	3.500	-13.196	-6.835	0.604
beta_H[16,1]	3.160	2.292	-0.821	2.989	8.312
beta_H[1,2]	7.777	0.271	7.218	7.778	8.293
beta_H[2,2]	9.885	0.165	9.565	9.885	10.215
beta_H[3,2]	8.829	0.197	8.445	8.823	9.222
beta_H[4,2]	3.012	1.425	0.315	2.955	5.981
beta_H[5,2]	1.730	1.025	-0.229	1.724	3.768
beta_H[6,2]	6.162	1.093	3.567	6.324	7.833
beta_H[7,2]	2.481	1.084	0.548	2.416	4.815
beta_H[8,2]	2.990	1.083	1.276	3.125	4.268
beta_H[9,2]	3.158	1.108	1.109	3.147	5.448
beta_H[10,2]	8.018	0.368	7.239	8.022	8.734
beta_H[11,2]	9.830	0.649	8.851	9.707	11.304
beta_H[12,2]	3.929	0.367	3.236	3.920	4.696
beta_H[13,2]	9.137	0.242	8.682	9.130	9.643
beta_H[14,2]	4.024	0.341	3.348	4.024	4.687
beta_H[15,2]	11.495	0.630	10.145	11.519	12.680
beta_H[16,2]	4.625	0.787	3.077	4.629	6.149
beta_H[1,3]	8.439	0.261	7.968	8.431	8.959
beta_H[2,3]	9.864	0.146	9.582	9.861	10.159
beta_H[3,3]	9.511	0.159	9.190	9.511	9.820
beta_H[4,3]	-2.185	0.870	-3.939	-2.168	-0.499
beta_H[5,3]	3.900	0.629	2.657	3.901	5.141
beta_H[6,3]	8.237	1.135	6.700	7.868	10.783
beta_H[7,3]	-2.641	0.634	-3.893	-2.628	-1.446
beta_H[8,3]	5.267	0.519	4.648	5.185	6.344
beta_H[9,3]	-2.669	0.683	-4.031	-2.667	-1.348
beta_H[10,3]	8.530	0.282	7.982	8.532	9.091
beta_H[11,3]	8.501	0.288	7.871	8.527	9.002
beta_H[12,3]	5.301	0.314	4.563	5.337	5.806
beta_H[13,3]	8.868	0.174	8.514	8.868	9.210
beta_H[14,3]	5.770	0.266	5.202	5.790	6.241
beta_H[15,3]	10.291	0.301	9.726	10.286	10.879
beta_H[16,3]	6.572	0.532	5.412	6.618	7.473
beta_H[1,4]	8.091	0.187	7.697	8.102	8.411
beta_H[2,4]	9.870	0.129	9.594	9.876	10.104
beta_H[3,4]	10.025	0.151	9.697	10.036	10.290
beta_H[4,4]	11.809	0.466	10.885	11.810	12.736
beta_H[5,4]	5.550	0.771	4.326	5.456	7.246
beta_H[6,4]	7.362	0.840	5.411	7.613	8.463
beta_H[7,4]	8.555	0.351	7.860	8.559	9.240
beta_H[8,4]	6.680	0.267	6.137	6.688	7.158
beta_H[9,4]	7.394	0.438	6.543	7.394	8.271
beta_H[10,4]	7.501	0.222	7.079	7.491	7.958
beta_H[11,4]	9.505	0.188	9.140	9.499	9.883
beta_H[12,4]	7.249	0.193	6.857	7.249	7.661
beta_H[13,4]	9.063	0.139	8.779	9.069	9.325
beta_H[14,4]	7.823	0.214	7.417	7.819	8.258
beta_H[15,4]	9.462	0.226	9.022	9.457	9.909
beta_H[16,4]	9.332	0.227	8.913	9.323	9.801
beta_H[1,5]	8.892	0.155	8.572	8.893	9.194
beta_H[2,5]	10.679	0.100	10.490	10.674	10.881
beta_H[3,5]	10.809	0.157	10.523	10.803	11.134
beta_H[4,5]	8.343	0.494	7.384	8.335	9.317
beta_H[5,5]	5.055	0.635	3.522	5.145	6.104
beta_H[6,5]	8.749	0.556	7.910	8.623	10.036
beta_H[7,5]	6.551	0.353	5.891	6.548	7.280
beta_H[8,5]	8.208	0.213	7.855	8.188	8.654
beta_H[9,5]	8.188	0.458	7.258	8.192	9.102
beta_H[10,5]	10.000	0.224	9.560	10.000	10.435
beta_H[11,5]	11.595	0.223	11.169	11.592	12.049
beta_H[12,5]	8.608	0.187	8.253	8.601	8.988
beta_H[13,5]	10.116	0.128	9.871	10.113	10.379
beta_H[14,5]	9.251	0.223	8.841	9.238	9.728
beta_H[15,5]	11.319	0.239	10.852	11.320	11.810
beta_H[16,5]	9.904	0.170	9.546	9.913	10.223
beta_H[1,6]	10.125	0.229	9.758	10.098	10.665
beta_H[2,6]	11.463	0.114	11.240	11.462	11.695
beta_H[3,6]	10.572	0.156	10.234	10.577	10.868
beta_H[4,6]	12.907	0.892	11.184	12.927	14.672
beta_H[5,6]	5.666	0.653	4.538	5.616	7.092
beta_H[6,6]	8.672	0.524	7.496	8.718	9.602
beta_H[7,6]	10.568	0.608	9.365	10.574	11.803
beta_H[8,6]	9.471	0.266	8.962	9.486	9.898
beta_H[9,6]	8.234	0.749	6.757	8.219	9.737
beta_H[10,6]	9.136	0.339	8.403	9.146	9.743
beta_H[11,6]	10.695	0.368	9.905	10.732	11.332
beta_H[12,6]	9.369	0.235	8.924	9.363	9.865
beta_H[13,6]	11.070	0.153	10.786	11.070	11.375
beta_H[14,6]	9.938	0.287	9.373	9.941	10.502
beta_H[15,6]	10.529	0.431	9.676	10.534	11.356
beta_H[16,6]	10.658	0.221	10.179	10.670	11.065
beta_H[1,7]	10.271	1.169	7.301	10.513	11.888
beta_H[2,7]	12.120	0.505	11.034	12.150	13.021
beta_H[3,7]	10.146	0.654	8.649	10.206	11.299
beta_H[4,7]	1.469	4.591	-7.369	1.439	10.620
beta_H[5,7]	5.956	2.132	2.159	5.985	10.133
beta_H[6,7]	7.655	2.749	0.330	8.546	11.277
beta_H[7,7]	7.510	3.059	1.484	7.583	13.369
beta_H[8,7]	10.824	0.998	9.102	10.806	12.766
beta_H[9,7]	5.048	3.889	-3.016	5.074	12.686
beta_H[10,7]	9.895	1.597	7.021	9.775	13.469
beta_H[11,7]	11.398	1.816	8.315	11.153	15.370
beta_H[12,7]	9.806	0.927	7.766	9.881	11.359
beta_H[13,7]	11.693	0.691	10.138	11.779	12.877
beta_H[14,7]	10.643	0.905	8.698	10.699	12.311
beta_H[15,7]	14.082	2.276	9.722	14.040	18.606
beta_H[16,7]	12.461	1.196	10.600	12.302	15.284
beta0_H[1]	8.421	16.627	-25.756	8.511	42.844
beta0_H[2]	10.510	8.041	-4.675	10.361	27.403
beta0_H[3]	9.526	10.398	-13.159	9.725	29.818
beta0_H[4]	9.948	180.947	-345.261	9.078	382.510
beta0_H[5]	4.450	29.000	-52.322	3.717	70.904
beta0_H[6]	8.011	45.418	-97.518	8.116	105.995
beta0_H[7]	5.555	140.076	-286.036	5.605	286.202
beta0_H[8]	6.701	33.670	-20.330	6.504	27.337
beta0_H[9]	2.114	118.649	-235.217	0.721	247.624
beta0_H[10]	9.625	36.994	-63.052	9.399	94.422
beta0_H[11]	8.457	51.493	-102.418	9.209	115.089
beta0_H[12]	6.770	11.444	-16.784	6.860	30.784
beta0_H[13]	9.970	10.373	-11.821	9.974	30.760
beta0_H[14]	6.730	11.012	-16.574	7.107	28.941
beta0_H[15]	7.008	113.797	-233.197	8.293	226.588
beta0_H[16]	8.003	23.395	-36.195	8.206	54.269